2023
- Anceschi, N., Fasano, A., Durante, D., Zanella, G. (2023)
Bayesian conjugacy in probit, tobit, multinomial probit and extensions: a review and new results.
Journal of the American Statistical Association, 118, 1451-1469. - Ascolani, F., Catalano, M., Prünster, I. (2023)
Discussion of "Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics" by Giordano, R., Liu, R., Jordan, M. I., Broderick, T.
Bayesian Analysis, 18, 340-344. - Ascolani, F., Franzolini, B., Lijoi, A., Prünster, I. (2023)
Nonparametric priors with full-range borrowing of information.
Biometrika, in press. - Ascolani, F., Lijoi, A., Prünster, I. (2023)
Discussion of "Martingale posterior distribution" by Fong, E., Holmes, C., Walker, S. G.
Journal of the Royal Statistical Society: Series B, in press. - Ascolani, F., Lijoi, A., Rebaudo, G., Zanella, G. (2023)
Clustering consistency with Dirichlet process mixtures.
Biometrika, 110, 551-558. - Ascolani, F., Lijoi, A., Ruggiero, M. (2023)
Smoothing distributions for conditional Fleming-Viot and Dawson-Watanabe diffusions.
Bernoulli, 29, 1410-1434. - Berloco, C., Argiento, R., Montagna S. (2023)
Forecasting short-term defaults of firms in a commercial network via Bayesian spatial and spatio-temporal methods.
International Journal of Forecasting, 39, 1065-1077. - Broderick, T., Camerlenghi, F., Favaro, S., Masoero, L. (2023)
Scaled process priors for Bayesian nonparametric estimation of the unseen genetic variation.
Journal of the American Statistical Association, in press. - Cai, C., De Angelis, T. (2023)
A change of variable formula with applications to multi-dimensional optimal stopping problems.
Stochastic Processes and Their Applications, 164, 33-61. - Cai, C., De Angelis, T., Palczewski, J. (2023)
On the continuity of optimal stopping surfaces for jump diffusions.
SIAM Journal on Control and Optimization, 61, 1513-1531. - Canale, A., Lijoi, A., Nipoti, B., Prünster, I. (2023)
Inner spike and slab Bayesian nonparametric models.
Econometrics and Statistics, 27, 120-135. - Catalano, M., Del Sole, C., Lijoi, A., Prünster, I. (2023)
A unified approach to hierarchical random measures.
D. Basu Centennial Volume, Sankhya, in press. - Catalano, M., Fasano, A., Rebaudo G. (2023)
Discussion of: “Martingale posterior distributions” by Fong, E., Holmes C., Walker S. G.
Journal of the Royal Statistical Society Series B, in press. - Catalano, M., Lavenant, H., Lijoi, A., Prünster, I. (2023)
A Wasserstein index of dependence for random measures.
Journal of the American Statistical Association, in press. - Catalano, M., Lijoi, A., Prünster, I., Rigon, T. (2023)
Bayesian modeling via discrete nonparametric priors.
Japanese Journal of Statistics and Data Science, in press. - De Angelis, T., Ekstrom, E., Olofsson, M. (2023)
The maximality principle in singular control with absorption and its applications to the dividend problem.
SIAM Journal on Control and Optimization, in press. - De Angelis, T., Milazzo, A. (2023)
Dynamic programming principle for classical and singular stochastic control with discretionary stopping.
Applied Mathematics and Optimization, 88, 1-48. - De Blasi, P., Gil-Leyva, M. F. (2023)
Gibbs sampling for mixtures in order of appearance: the ordered allocation sampler.
Journal of Computational and Graphical Statistics, in press. - De Iorio, M., Favaro, S., Guglielmi, A, Ye, L. (2023)
Bayesian nonparametric mixture modeling for temporal dynamics of gender stereotypes.
Annals of Applied Statistics, 17, 2256-2278. - Dolera E., Favaro, S., Peluchetti, S. (2023)
Learning-augmented count-min sketches via Bayesian nonparametrics.
Journal of Machine Learning Research, 24, 1-60. - Dolmeta P., Argiento, R., Montagna S. (2023)
Bayesian GARCH modeling of functional sports data.
Statistical Methods & Applications, in press. - Favaro, S., Fortini, S., Peluchetti S. (2023)
Deep stable neural networks: large-width asymptotics and convergence rates.
Bernoulli, 29, 2574-2597. - Favaro, S., Naulet, Z. (2023)
Near-optimal estimation of the unseen under regularly varying tail populations.
Bernoulli, 29, 3423-3442. - Ferraccioli, F., Riccetti, N., Fasano, A., Mourelatos, S., Kioutsioukis, I., Stilianakis, N. I. (2023)
Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece.
Scientific Reports, 13, 1-12. - Franzolini, B., Lijoi, A., Prünster, I. (2023)
Model selection for maternal hypertensive disorders with symmetric hierarchical Dirichlet processes.
Annals of Applied Statistics, 17, 313-332. - Franzolini, B., Rebaudo, G. (2023)
Entropy regularization in probabilistic clustering.
Statistical Methods & Applications, in press. - Giordano, M. (2023)
Besov-Laplace priors in density estimation: optimal posterior contraction rates and adaptation.
Electronic Journal of Statistics, 17, 2210-2249. - Kon Kam King, G., Pandolfi, A., Piretto, M., Ruggiero, M. (2023).
Approximate filtering via discrete dual processes.
Stochastic processes and their applications, in press. - Lijoi, A., Prünster, I., Rebaudo, G. (2023)
Flexible clustering via hidden hierarchical Dirichlet priors.
Scandinavian Journal of Statistics, 50, 213-234. - Lijoi, A., Prünster, I., Rigon, T. (2023)
Finite-dimensional discrete random structures and Bayesian clustering.
Journal of the American Statistical Association, in press. - Lods, B., Mokhtar-Kharroubi, M. (2023)
Convergence rate to equilibrium for conservative scattering models on the torus: a new Tauberian approach.
Transactions of the American Mathematical Society, in press. - Pistone, G., Shoaib M. (2023)
Kaniadakis’s Information Geometry of Compositional Data.
Entropy, 25, 1-13. - Rebaudo G., Fasano, A., Franzolini, B., Müller, P. (2023)
Discussion of: “Evaluating sensitivity to the stick-breaking prior in Bayesian nonparametrics” by Giordano, R., Liu, R., Jordan M. I., Broderick T.
Bayesian Analysis, 18, 345-347. - Riccetti, N., Ferraccioli, F., Fasano, A., Stilianakis, N.I. (2023).
West Nile virus neuroinvasive disease - A retrospective study on the wider European area 2006-2021.
PLoS One, 18, 1-14. - Vallarino, A., Rabitti, G., Khorrami Chokami, A. (2023)
Construction of rating systems using global sensitivity analysis: A numerical investigation.
ASTIN Bulletin: The Journal of the IAA, 1-21.
2022
- Alonso, R. J., Bagland, V., Desvillettes, L., Lods, B. (2022)
About the Landau-Fermi-Dirac equation with moderately soft potentials.
Archive for Rational Mechanics and Analysis, 244, 779-875. - Alonso, R. J., Lods, B., Tristani, I. (2022)
From Boltzmann equation for granular gases to a modified Navier-Stokes-Fourier system.
Journal of Statistical Physics, 187, 28. - Bacallado, S., Favaro, S., Power, S., Trippa L. (2022)
Perfect sampling of the posterior in the hierarchical Pitman-Yor process.
Bayesian Analysis, 17, 685-709. - Bandini, E., De Angelis, T., Ferrari, G., Gozzi, F. (2022)
Optimal dividend payout under stochastic discounting.
Mathematical Finance, 32, 627-677. - Cai, C., De Angelis, T. Palczewski, J. (2022)
The American put with finite-time maturity and stochastic interest rate.
Mathematical Finance, 32, 1170-1213. - Campi, L., De Angelis, T., Ghio, M., Livieri, G. (2022)
Mean-field games of finite-fuel capacity expansion with singular controls.
Annals of Applied Probability, 32, 3674-3717. - Catalano, M., De Blasi, P., Lijoi, A., Prünster, I. (2022)
Posterior asymptotics for boosted hierarchical Dirichlet process mixtures.
Journal of Machine Learning Research, 23, 1−23. - Chirco, G., Malagò, L. Pistone, G. (2022)
Lagrangian and Hamiltonian Dynamics for Probabilities on the Statistical Bundle.
International Journal of Geometric Methods in Modern Physic, 19, 2250214. - Colaneri, K., De Angelis, T. (2022)
A class of recursive optimal stopping problems with applications to stock trading.
Mathematics of Operations Research, 47, 1833-1861. - De Angelis, T. (2022)
Stopping spikes, continuation bays and other features of optimal stopping with finite-time horizon.
Electronic Journal of Probability, 27, 1-41. - De Angelis, T., Ekstrom, E., Glover, K. (2022)
Dynkin games with incomplete and asymmetric information.
Mathematics of Operations Research, 47, 560-586. - De Angelis, T., Germain, M., Issoglio, E. (2022)
A numerical scheme for stochastic differential equations with distributional drift.
Stochastic Processes and Their Applications, 154, 55-90. - De Angelis, T., Merkulov, N., Palczewski, J. (2022)
On the value of non-Markovian Dynkin games with partial and asymmetric information.
Annals of Applied Probability, 32, 1774-1813. - De Angelis, T., Stabile, G. (2022)
An analytical study of participating policies with minimum rate guarantee and surrender option.
Finance and Stochastics, 26, 173-216. - De Blasi, P., Mena R. H., Prünster, I. (2022)
Asymptotic behavior of the number of distinct values in a sample from the geometric stick-breaking process.
Annals of the Institute of Statistical Mathematics, 74, 143-165. - Fasano, A., Durante, D., Zanella, G. (2022)
Scalable and accurate variational Bayes for high-dimensional binary regression models.
Biometrika, 109, 901-919. - Fasano, A., Durante, D. (2022)
A class of conjugate priors for multinomial probit models which includes the multivariate normal one.
Journal of Machine Learning Research, 23, 1-16. - Leonetti, P. Chokami A. (2022)
The maximum domain of attraction of multivariate extreme value distributions is small.
Electronic Communications in Probability, 27, 1-8. - Lods, B., Mokhtar-Kharroubi, M. (2022)
Convergence rate to equilibrium for collisionless transport equations with diffuse boundary operators: a new Tauberian approach.
Journal of Functional Analysis, 283, 109671. - Lods, B., Mokhtar-Kharroubi, M. (2022)
On eventual compactness of collisionless kinetic semigroups with velocities bounded away from zero.
Journal of Evolution Equations, 22, 25. - Masoero, L. Camerlenghi, F., Favaro, S., Broderick, T. (2022)
More for less: predicting and maximizing genomic variant discovery via Bayesian nonparametrics.
Biometrika, 109, 17-32. - Montrucchio, L., Pistone, G. (2022)
Kantorovich distance on finite metric spaces: Arens-Eells norm and CUT norms.
Information Geometry, 5, 209–245. - Sesia, M., Favaro, S. (2022)
Conformal frequency estimation with sketched data.
NeurIPS.
2021
- Alonso, R. J., Bagland V., Lods B. (2021)
Long time dynamics for the Landau-Fermi-Dirac equation with hard potentials.
Journal of Differential Equations, 270, 596-663. - Alonso, R. J., Bagland, V., Desvillettes, L., Lods, B. (2021)
About the use of entropy production for the Landau-Fermi-Dirac equation.
Journal of Statistical Physics, 183, 10. - Arbel, J., Kon Kam King, G., Lijoi, A., Nieto-Barajas, L. E., Prünster, I. (2021)
BNPdensity: Bayesian nonparametric mixture modelling in R.
Australian & New Zealand Journal of Statistics, 63, 542-564. - Ascolani, F., Lijoi, A., Ruggiero, M. (2021)
Predictive inference with Fleming-Viot driven dependent Dirichlet processes.
Bayesian Analysis, 16, 371-395. - Ayed, F., Battiston, M., Camerlenghi, F., Favaro, S. (2021)
Consistent and rate optimal estimation of the missing mass.
Annales de l'Institut Henri Poincaré - Probabilités et Statistiques, 57, 1476-1494. - Ayed, F., Battiston, M., Camerlenghi, F., Favaro, S. (2021)
Consistent estimation of small masses in feature sampling.
Journal of Machine Learning Research, 22, 1-28. - Bracale, D., Favaro, S., Fortini, S., Peluchetti, S. (2021)
Large-width functional asymptotics for deep Gaussian neural networks.
International Conference on Learning Representations. - Cai, C., De Angelis, T., Palczewski, J. (2021)
Optimal hedging of a perpetual American put with a single trade.
SIAM Journal on Financial Mathematics, 12, 823-866. - Camerlenghi, F., Favaro S., Naulet, Z., Panero F. (2021)
Optimal disclosure risk assessment.
Annals of Statistics, 49, 723-744. - Camerlenghi, F., Lijoi, A., Prünster, I. (2021)
Survival analysis via hierarchically dependent mixture hazards.
Annals of Statistics, 49, 863-884. - Canizo, J.A., Lods, B., Throm, S. (2021)
Contractivity for Smoluchowski’s coagulation equation with solvable kernels.
Bulletin of the London Mathematical Society, 53, 248-258. - Catalano, M., Lijoi, A., Prünster, I. (2021)
Measuring dependence in the Wasserstein distance for Bayesian nonparametric models.
Annals of Statistics, 49, 2916-2947. - Catalano, M., Lijoi, A., Prünster, I. (2021)
Transport distances on random vectors of measures: recent advances in Bayesian nonparametrics.
In Advances in Probability and Mathematical Statistics, Springer, 59-70. - Chae, M., De Blasi, P., Walker, S. G. (2021).
Posterior asymptotics in Wasserstein metrics on the real line.
Electronic Journal of Statistics, 15, 3635-3677. - Denti, F., Guindani, M., Leisen, F., Lijoi, A., Vannucci, M., Wadsworth, D. (2021)
Two-group Poisson-Dirichlet mixtures for multiple testing.
Biometrics, 77, 622-633. - Dolera, E., Favaro, S., Peluchetti, S. (2021)
A Bayesian nonparametric approach to count-min sketch under power-law data streams.
International Conference on Artificial Intelligence and Statistics. - Fasano, A., Rebaudo, G., Durante, D., Petrone S. (2021)
A closed-form filter for binary time series.
Statistics and Computing, 31, 47. - Gil-Leyva, M. F. (2021)
Bayesian non-parametric priors based on random sets.
In Advances in Probability and Mathematical Statistics. Progress in Probability, 79. Birkhäuser, Cham. - Khorrami, C. A., Gasparini, M., Merletti, R. (2021)
Identification of periodic bursts in surface EMG: Applications to the erector spinal muscles of sitting violin players.
Biomedical Signal Processing and Control, 65, 102369. - Kon Kam King, G., Papaspiliopoulos, O., Ruggiero, M. (2021)
Exact inference for a class of hidden Markov models on general state spaces.
Electronic Journal of Statistics, 15, 2832-2875. - Maculotti, G., Pistone, G., Vicario, G. (2021)
Inference on errors in industrial parts: Kriging and variogram versus geometrical product specifications standard.
Applied Stochastic Models in Business and Industry, 37, 839-858. - Montagna, S., Orani, V., Argiento, R. (2021)
Bayesian isotonic logistic regression via constrained splines: an application to estimating the serve advantage in professional tennis.
Statistical Methods & Applications, 30, 573-604. - Pistone, G. (2021)
Information Geometry of Smooth Densities on the Gaussian Space: Poincaré Inequalities.
In: Nielsen F. (eds) Progress in Information Geometry. Signals and Communication Technology. Springer, Cham. - Pistone, G., Rapallo, F., Rogantin, M.P. (2021)
Finite space Kantorovich problem with an MCMC of moves.
Electronic Journal of Statistics, 15, 880-907.
2020
- Alonso, R. J., Bagland, V., Lods, B. (2020)
Convergence to self-similarity for ballistic annihilation dynamics.
Journal de Mathématiques Pures et Appliquées, 138, 88–163. - Arbel, J., Marchal, O., Nipoti, B. (2020)
On the Hurwitz zeta function with an application to the beta-exponential distribution.
Journal of Inequalities and Applications, 89. - Bacallado S., Favaro S., Huttenhower C., Ren B., Trippa L. (2020)
Bayesian mixed effects models for zero-inflated compositions in microbiome data analysis.
Annals of Applied Statistics, 14, 494-517. - Braunstein, A., Muntoni, A. P., Pagnani, A., Pieropan, M. (2020)
Compressed sensing reconstruction using expectation propagation.
Journal of Physics A: Mathematical and Theoretical, 53, 184001. - Catalano, M., Lijoi, A., Pruenster I. (2020)
Approximation of Bayesian models for time-to-event data.
Electronic Journal of Statistics, 14, 3366-3395. - De Blasi, P., Martinez, A.E., Mena, R. H., Prünster, I. (2020)
On the inferential implications of decreasing weight structures in mixture models.
Computational Statistics & Data Analysis, 147, 106940. - Dolera, E., Favaro S. (2020)
Rates of convergence in de Finetti's representation theorem, and Hausdorff moment problem.
Bernoulli, 26, 1294-1322. - Dolera, E., Favaro, S. (2020)
A Berry-Esseen theorem for Pitman's alpha-diversity.
Annals of Applied Probability, 30, 847-869. - Falk, M., Khorrami Chokami, A., Padoan, S. (2020)
Records for time-dependent stationary Gaussian sequences.
Journal of Applied Probability, 57, 78-96. - Giordano, M., De Blasi, P., Ruggiero, M. (2020)
A reversible allelic partition process and Pitman sampling formula.
ALEA - Latin American Journal of Probability and Mathematical Statistics 17, 375-388. - Graziadei, H., Lijoi, A., Lopes, H. F., Marques F., P. C., Prünster, I. (2020)
Prior sensitivity analysis in a semi-parametric integer-valued time series model.
Entropy, 22, 69. - Graziani, R., Venturini, S. (2020)
A Bayesian approach to discrete multiple outcome network meta-analysis.
PLoS ONE, 15. - Kowal, D. R., Canale, A. (2020)
Simultaneous transformation and rounding (STAR) models for integer-valued data.
Electronic Journal of Statistics, 14, 1744-1772. - Lijoi, A., Prünster, I., Rigon, T. (2020)
Sampling hierarchies of discrete random structures.
Statistics & Computing, 30, 1591-1607. - Lijoi, A., Pruenster, I., Rigon, T. (2020).
The Pitman–Yor multinomial process for mixture modeling.
Biometrika, 107, 891-906. - Lods, B., Mokhtar-Kharroubi, M., Rudnicki, R. (2020)
Invariant density and time asymptotics for collisionless kinetic equations with partly diffuse boundary operators.
Annales Institut Henri Poincaré, Analyse Nonlinéaire, 37, 877–923. - Nota, A., Lods, B. and Pezzotti, F. (2020)
A Kac model for kinetic annihilation.
Journal of Nonlinear Science, 30, 1455-1501. - Ortega, E., Braunstein, A., Lage-Castellanos, A. (2020)
Contamination source detection in water distribution networks using belief propagation.
Stochastic Environmental Research and Risk Assessment, 34, 493–511. - Papaspiliopoulos, O., Roberts, G. O., Zanella, G. (2020)
Scalable inferences for crossed random effects models.
Biometrika, 107, 25-40. - Pistone, G. (2020)
Information Geometry of the Probability Simplex: A Short Course.
NPCS Nonlinear Phenomena in Complex Systems, 23, 221-242. - Samartsidis, P., Montagna, S., Laird, A. R., Fox, P. T., Johnson, T. D., Nichols, T. E. (2020)
Estimating the prevalence of missing experiments in a neuroimaging meta-analysis.
Research Synthesis Methods, 11, 866-883. - Samartsidis, P., Seaman, S. R., Montagna, S., Charlett, A., Hickman, M., De Angelis, D. (2020)
A Bayesian multivariate factor analysis model for evaluating an intervention by using observational time series data on multiple outcomes.
Journal of the Royal Statistical Society, Series A, 183, 1437-1459. - Schiavon, L., Canale, A. (2020)
On the truncation criteria in infinite factor models.
Stat 9, e298. - Zanella, G. (2020)
Informed proposals for local MCMC in discrete spaces.
Journal of the American Statistical Association, 115, 852-865.
2019
- Adhikari, K., De Iorio, M., Elliott L., Favaro S., Teh Y. W. (2019)
Modeling population structure under hierarchical Dirichlet processes.
Bayesian Analysis, 14, 313-339. - Alonso, R. J., Bagland, V., Lods, B. (2019)
Uniform estimates on the Fisher information for solutions to Boltzmann and Landau equations.
Kinetic and Related Models, 12, 1163–1183. - Arbel, J., De Blasi, P., Prünster, I. (2019)
Stochastic approximations to the Pitman-Yor process.
Bayesian Analysis, 15, 1201-1219. - Argiento, R., Cremaschi, A., Vannucci, M. (2019)
Hierarchical normalized completely random measures to cluster grouped data.
Journal of the American Statistical Association, 115, 318-333. - Arlotti, L., Lods, B. (2019)
An Lp-approach to the well-posedness of transport equations associated to a regular field - Part I.
Mediterranean Journal of Mathematics, 16, 145. - Ayed, F., Battiston, M., Camerlenghi, F., Favaro, S. (2019)
A Good-Turing estimator for feature allocation models.
Electronic Journal of Statistics, 13, 3775-3804. - Balocchi, C., Jensen, S. T. (2019)
Spatial Modeling of Trends in Crime over Time in Philadelphia.
Annals of Applied Statistics, 13, 2235–2259. - Braunstein, A., Ingrosso, A., Muntoni, A. P. (2019)
Network reconstruction from infection cascades.
Journal of The Royal Society Interface, 16, 20180844. - Braunstein, A., Catania, G., Dall’Asta, L. (2019)
Loop Corrections in Spin Models through Density Consistency.
Physical Review Letters, 123, 020604. - Cañizó, J. A., Einav A., Lods, B. (2019)
Uniform Moment Propagation for the Becker- Döring Equations.
Proceedings of the Royal Society of Edinburgh, section A 149, 995–1015. - Camerlenghi, F., Lijoi, A., Orbanz, P., Prünster, I. (2019)
Distribution theory for hierarchical processes.
Annals of Statistics, 47, 67-92. - Camerlenghi, F., Dunson, D.B., Lijoi, A., Prünster, I., Rodriguez, A. (2019)
Latent nested nonparametric priors (with discussion).
Bayesian Analysis, 15, 1303-1356. - Camerlo, R., Pistone, G., Rapallo, F. (2019)
Modal operators and toric ideals.
Journal of Logic and Computation, 29, 577-59. - Carmona, C., Nieto-Barajas, L., Canale, A. (2019)
Model-based approach for household clustering with mixed scale variables.
Advances in Data Analysis and Classification, 13, 559–583. - Cremaschi, A., Argiento, R., Shoemaker, K., Peterson, C. B., Vannucci M. (2019)
Hierarchical normalized completely random measures for robust graphical modeling.
Bayesian Analysis, 14, 1271-1301. - Durante, D., Canale, A., Rigon, T. (2019)
A nested expectation-maximization algorithm for latent class models with covariates,
Statistics and probability letters, 146, 97-103. - Durante, D., Rigon, T. (2019)
Conditionally conjugate mean-field variational Bayes for logistic models.
Statistical Science, 34, 472–485. - Favaro, S., Feng, S., Jenkins, P. (2019)
Bayesian nonparametric analysis of Kingman's coalescent.
Annales de l'Institut Henri Poincaré - Probabilités et Statistiques, 55, 1087-1115. - Fassino, C., Pistone, G., Rogantin. M. P. (2019)
Computing the Moments of the Complex Gaussian: full and Sparse Covariance Matrix.
Mathematics, 7, 26. - Giuliano, M., Schettini, F., Rognoni, C., Milani, M., Jerusalem, G., Bachelot, T., De Laurentiis, M., Thomas, G., De Placido, P., Arpino, G., De Placido, S., Cristofanilli, M., Giordano, A., Puglisi, F., Pistilli, B., Prat, A., Del Mastro, L., Venturini, S., Generali, D. (2019)
Endocrine versus chemotherapy treatment in hormone receptor-positive, HER2-negative, postmenopausal, metastatic breast cancer: a systematic review and network meta-analysis.
The Lancet Oncology, 20, 1360-1369. - Kon Kam King, G., Canale, A., Ruggiero, M. (2019)
Bayesian functional forecasting with locally-autoregressive dependent processes.
Bayesian Analysis, 14, 1121-1141. - Lee, A., Tiberi, S., Zanella, G. (2019)
Unbiased approximations of products of expectations.
Biometrika, 106, 708–715. - Muntoni, A. P., Rojas, R. D. H., Braunstein, A., Pagnani, A., Pérez Castillo, I. (2019)
Nonconvex image reconstruction via expectation propagation.
Physical Review E,100, 032134. - Nota, A., Winter, R., Lods, B. (2019)
Kinetic description of a Rayleigh Gas with annihilation.
Journal of Statistical Physics, 176, 1434–462. - Rigon, T., Durante, D., Torelli, N. (2019)
Bayesian semiparametric modelling of contraceptive behavior in India via sequential logistic regressions,
Journal of the Royal Statistical Society, Series A, 182, 225–247. - Rossini, J., Canale, A. (2019)
Quantifying prediction uncertainty for functional-and-scalar to functional autoregressive models under shape constraints,
Journal of Multivariate Analysis, 170, 221-231. - Venturini, S., Mehmetoglu, M. (2019)
PLSSEM: a Stata package for structural equation modeling with partial least squares.
Journal of Statistical Software, 88, 1-35. - Zanella, G., Roberts, G. O. (2019)
Scalable Importance Tempering and Bayesian Variable Selection.
Journal of the Royal Statistical Society: Series B, 81, 489-517. - Zamparo, M., Dall’Asta, L., Gamba, A. (2019)
On the Mean Residence Time in Stochastic Lattice-Gas Models.
Journal of Statistical Physics, 174, 120-134.
2018
- Anzarut, M., Mena, R. H., Nava, C., Prünster, I. (2018)
Poisson driven stationary Markov models.
Journal of Business and Economic Statistics, 36, 684-694. - Alonso, R, Bagland, V., Cheng, Y., and Lods, B. (2018)
One-dimensional dissipative Boltzmann equation: measure solutions, cooling rate, and self-similar profile.
SIAM Journal of Mathematical Analysis 50, 1278–1321. - Argiento R., Ruggiero, M. (2017)
Computational challenges and temporal dependence in Bayesian nonparametric models.
Statistical Methods and Applications, 27, pp 231-238 - Bibbona E., Pistone G., Gasparini M. (2018)
The Empirical Identity Process: asymptotics and applications.
Canadian Journal of Statistics, 46, 654-672 - Bray J. P., Reich J., Nichols S. J., Kon Kam King G., Mac Nally R., Thompson R., O'Reilly-Nugent A., Kefford B. (2018)
Biological interactions mediate context and species-specific sensitivities to salinity.
Philosophical Transactions of the Royal Society B: Biological Sciences 374: 2018.0020. - Camerlenghi, F., Lijoi, A., Prünster, I. (2018)
Bayesian nonparametric inference beyond the Gibbs-type framework.
Scandinavian Journal of Statistics, 45, 1062-1091. - Canale, A., Durante, D., Dunson, D. (2018)
Convex Mixture Regression for Quantitative Risk Assessment.
Biometrics, 74, 1331-1340. - Canale, A., Durante, D., Paci, L., Scarpa, B. (2018)
Connecting statistical brains.
Significance, 15, 38-40. - Canizo, J., Einav, A., Lods, B. (2018)
On the rate of convergence to equilibrium for the linear Boltzmann equation with soft potentials.
Journal of Mathematical Analysis and Applications 462, 801–839. - De Blasi, P., Schweder, T. (2018).
Confidence distributions from likelihoods by median correction.
Journal of Statistical Planning and Inference, 195, 35-46. - Kume, A., Leisen, F., Lijoi, A. (2018)
Limiting behaviour of the stationary search cost distribution driven by a generalized gamma process.
Electronic Communications in Probability, 23, 1-10. - Malagò L., Montrucchio L., Pistone G. (2018)
Wasserstein-Riemannian Geometry of Positive-definite Matrices
Information Geometry, 1, 137-179. - Montagna, S., Wager, T., Barrett-Feldman, L., Johnson, T. D., Nichols, T. E. (2018)
Spatial Bayesian latent factor regression modeling of coordinate-based meta-analysis data,
Biometrics 74, 342-353 - Montagna, S., Hopker, J. (2018)
A Bayesian Approach for the Use of Athlete Performance Data Within Anti-doping.
Frontiers in Physiology 9, 884. - Nipoti, B., Jara, A., Guindani, M. (2018)
A Bayesian semiparametric partially PH model for clustered time-to-event data.
Scandinavian Journal of Statistics, 45, 1016-1035. - Nipoti, B., Shen, W. (2018)
Contributed comment on Wade and Ghahramani's article.
Bayesian Analysis, 13, 613-615. - Pistone G. (2018)
Lagrangian Function on the Finite State Space Statistical Bundle
Entropy 20, 139 - Ruggiero, M., Sordello, M. (2018)
Clustering dynamics in a class of normalised generalised gamma dependent priors.
Annals of the Institute of Statistical Mathematics 70, 83-98. - Vicario G., Pistone G. (2018)
Simulated variogram-based error inspection of manufactured parts
Statistical Papers, 59, 1411-1423
2017
- Arbel, J., Prünster, I. (2017)
A moment-matching Ferguson & Klass algorithm. Statistics and Computing 27, 3-17. - Arbel, J., Favaro, S., Nipoti, B., Teh, Y. W. (2017)
Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics.
Statistica Sinica 27, 839-858. - Argiento, R., Guglielmi, A., Lanzarone, E., Nawajah, I. (2017)
Joint prediction of health status and demand for patient in home care services: a Bayesian approach.
IMA Journal of Management Mathematics, 28, 531–552 - Bacallado, S., Battiston, M., Favaro, S., Trippa, L. (2017)
"Sufficientness" postulates for Gibbs-type priors and hierarchial generalizations.
Statistical Science 32, 487-500. - Barcella, W., De Iorio, M., Favaro, S., Rosner, G. (2018)
Dependent generalized Dirichlet priors for the analysis of acute lymphoblastic leukaemia.
Biostatistics, 19, 342-358. - Battiston, M., Favaro, S. (2017)
Discussion of "Sparse graphs using exchangeable random measures" by F. Caron, E. B. Fox.
Journal of the Royal Statistical Society Series B 79, 1343-1344. - Battiston, M., Favaro, S., Roy, D. M., Teh, Y. W. (2018)
A characterization of product-form exchangeable feature probability functions.
Annals of Applied Probability, 28, 1423-1448. - Battiston, M., Favaro, S.,Teh, Y. W. (2018)
Multi-armed bandits for species discovery: a Bayesian nonparametric approach.
Journal of the American Statistical Association, 113, 455-466. - Bindi J., Braunstein, A., Dall’Asta, L. (2017)
Predicting epidemic evolution on contact networks from partial observations
PloS one 12. - Braunstein A., Muntoni A. P., Pagnani, A. (2017)
An analytic approximation of the feasible space of metabolic networks
Nature Communications 8 - Braunstein, A:, Lage-Castellanos, A., Ortega, E. (2017)
Contamination source inference in water distribution networks
Revista Cubana de Física, 34. - Brigo G., Pistone G. (2017)
Dimensionality reduction for measure valued evolution equations in statistical manifolds.
Computational Information Geometry (F. Nielsen, F. Critchley, C.T.J. Dodson Ed.s). Springer pp 217-265, - Camerlenghi, F., Lijoi, A., Prünster, I. (2017)
Bayesian prediction with multiple-samples information.
Journal of Multivariariate Analysis 156, 18-28. - Canale, A. (2017)
msBP: an R package to perform Bayesian nonparametric inference using multiscale Bernstein polynomials mixtures
Journal of Statistical Software, 78, 6, 1-19 - Canale, A., De Blasi, P. (2017)
Posterior asymptotics of nonparametric location-scale mixtures for multivariate density estimation
Bernoulli, 23, 379-404 - Canale, A., Pruenster, I. (2017)
Robustifying Bayesian nonparametric mixtures for count data
Biometrics, 73, 174-184 - Canale, A., Lijoi, A., Nipoti, B., Prünster, I. (2017)
On the Pitman-Yor process with spike and slab base measure.
Biometrika 104, 681-697.. - Canizo, J. A., Einav, A., Lods, B. (2017)
Trend to equilibrium for the Becker-Döring equations: an analogue of Cercignani’s conjecture.
Analysis & PDE 10, 1663-1708. - Costantini, C., De Blasi, P., Ethier, S.N., Ruggiero, M., Spanò, D. (2017).-
Wright-Fisher construction of the two parameter Poisson-Dirichlet diffusion.
Annals of Applied Probability 27, 1923-1950. - Lijoi, A., Mena, R. H., Prünster, I. (2017)
Discussion of "Sparse graphs using exchangeable random measures" by F. Caron, E. Fox.
Journal of the Royal Statistical Society-Series B 79, 1353. - Lomeli, M., Favaro, S. and Teh, Y. W. (2017)
A marginal sampler for sigma-stable Poisson-Kingman mixture models.
Journal of Computational and Graphical Statistics 26, 44-53. - Mokhtar-Kharroubi, M., Lods, B. (2017)
Convergence to equilibrium for linear spatially homogeneous Boltzmann equation with hard and soft potentials: a semigroup approach in L1-spaces.
Mathematical Methods in Applied Sciences 40, 6527-6555. - Montrucchio L., Pistone G. (2017)
Deformed exponential bundle: the linear growth case.
Geometric Science of Information. Nielsen, Frank, Barbaresco, Frédéric (Eds.). Springer pp. 239-246. - Pistone G. (2017)
Translations in the exponential Orlicz space with Gaussian weight.
Geometric Science of Information. (Nielsen, F., Barbaresco, F. Eds.) Springer pp. 569-576. - Ren, B., Bacallado, S., Favaro, S. Holmes, S., Trippa, L. (2017)
Bayesian nonparametric ordination for the analysis of microbial communities.
Journal of the American Statistical Association 112, 1430-1442. - Samartsidis P., Montagna S., Nichols T. E., Johnson T. D. (2017).
The Coordinate-based Meta-analysis of Neuroimaging Data.
Statistical Science, 32, 580-599. - Wadsworth W.D., Argiento R., Guindani M., Galloway-Pena J., Shelbourne S.A., Vannucci M. (2017).
An integrative Bayesian Dirichlet-multinomial regression model for the analysis of es in microbiome data.
BMC Bioinformatics, 18, 1-12, - Wang, C., Hsiao, K., Ruggeri, F., Argiento, R. (2017)
Bayesian Nonparametric Clustering and Association Studies for Candidate SNP Observations.
International Journal of Approximate Reasoning, 80, 19-35 - Zanella, G., Kendall, W.S., Bedard, M. (2017)
A Dirichlet form approach to MCMC optimal scaling.
Stochastic Processes and their Applications, 127, 4053–4082.
2016
- Arbel, J., Lijoi, A., Nipoti, B. (2016)
Full Bayesian inference with hazard mixture models.
Computational Statistics and Data Analysis 93, 359-372. - Arbel, J., Robert, C. P. (2016)
Discussion of "Statistical modelling of citation exchange between statistics journals" by Varin, Cattelan, Firth.
Journal of the Royal Statistical Society. Series A, 179, 41-42. - Bacallado, S., Favaro, S., Trippa, L. (2016)
Bayesian regularization of the length of memory in reversible sequences.
Journal of the Royal Statistical Society Series B, 78, 933-946. - Braunstein A., Dall’Asta L., Semerjian G., Zdeborová, L. (2016)
Network dismantling
Proceedings of the National Academy of Sciences, 201605083 - Braunstein A., Muntoni A. (2016)
Practical optimization of Steiner trees via the cavity method
Journal of Statistical Mechanics: Theory and Experiment 2016 7, - Braunstein A., Dall’Asta L., Semerjian G., Zdeborová L. (2016)
The large deviations of the whitening process in random constraint satisfaction problems
Journal of Statistical Mechanics: Theory and Experiment 5, - Bisaglia, L., Canale, A. (2016)
Bayesian nonparametric forecasting for INAR models.
Computational Statistics and Data Analysis, 100, 70-78. - Canale, A. (2016)
A note on regions of given probability for the extended skew-normal distribution.
Communications in Statistics 44, 2507-2516. - Canale, A., Dunson, D. (2016)
Multiscale Bernstein polynomials for densities.
Statistica Sinica, 26, 1175-1195. - Canale, A., Scarpa, B. (2016)
Bayesian nonparametric location-scale-shape mixtures.
Test, 25, 113-130. - Canizo, J. A., Lods, B. (2016)
Exponential trend to equilibrium for the inelastic Boltzmann equation driven by a particle bath.
Nonlinearity, 29, 1687-1716. - Favaro, S., James, L. F. (2016)
Relatives of the Ewens sampling formula in Bayesian nonparametrics.
Statistical Science, 31, 30-33. - Favaro, S., Lijoi, A., Nava, C., Nipoti, B., Prünster, I., Teh, Y. W.(2016)
On the stick-breaking representation for homogeneous NRMIs.
Bayesian Analysis, 11, 697-724. - Favaro, S., Nipoti, B., Teh, Y. W. (2016)
Rediscovery of Good-Turing estimators via Bayesian nonparametrics.
Biometrics, 72, 136-145. - Kenne Pagui, E. C., Canale, A. (2016)
Pairwise likelihood inference for the analysis of multivariate categorical responses.
Applied Stochastic Models in Business and Industry, 32, 273-282. - Gutierrez, L., Mena, R. H., Ruggiero, M. (2016)
A time dependent Bayesian nonparametric model for air quality analysis.
Computational Statistics and Data Analysis 95, 161-175. - Lijoi, A., Muliere, P., Prünster, I., Taddei, F. (2016)
Innovation, growth and aggregate volatility from a Bayesian nonparametric perspective.
Electronic Journal of Statistics 10, 2179-2203. - Mena, R. H., Ruggiero, M. (2016)
Dynamic density estimation with diffusive Dirichlet mixtures.
Bernoulli 22, 901-926. - Menichetti, G., Dall'Asta, L., Bianconi, G. (2016)
Control of Multilayer Networks
Scientific Reports, 6, 1-8. - Pistone G., Vicario G. (2016)
A note on Semivariogram.
Topics on Methodological and Applied Statistical Inference (T. Di Battista, E. Moreno, W. Racugno Eds). Springer, 181-190. - Vicario G., Craparotta C., Pistone G. (2016)
Meta-models in computer experiments: kriging vs artificial neural networks
Quality and Reliability Engineering International 32, 2055–2065.
2015
- Altarelli, F., Braunstein, A., Dall'Asta, L. (2015)
Statics and dynamics of selfish interactions in distributed service systems.
PLoS ONE 10, e0119286. - Altarelli, F., Braunstein, A., Dall'Asta, L., De Bacco, C. and Franz, S. (2015)
The edge-disjoint path problem on random graphs by message-passing.
PLoS ONE 10, e0145222. - Arbel, J., Mengersen, K., Raymond, B., Winsley, T., and King, C. (2015)
Application of a Bayesian nonparametric model to derive toxicity estimates based on the response of Antarctic microbial communities to fuel contaminated soil.
Ecology and Evolution 5, 2633-2645. - Arbel, J., Prünster, I. (2015)
Discussion of "Sequential quasi-Monte Carlo sampling" by M. Gerber, N. Chopin.
Journal of the Royal Statistical Society. Series B 77, 559-560. - Bacallado, S., Favaro, S., Trippa, L. (2015)
Looking-backward probabilities for Gibbs-type exchangeable random partitions.
Bernoulli 21, 1-37. - Baldassi, C., Braunstein (2015)
A Max-Sum Algorithm for Training Discrete Neural Networks.
Journal of Statistical Mechanics: Theory and Experiment 8, P08008. - Baldassi, C., Braunstein, A. Ramezanpour, A., Zecchina, R. (2015)
Statistical Physics and Network Optimization Problems.
Mathematical Foundations of Complex Networked Information Systems, 27-49. - Bagland, V., Lods, B. (2015)
Uniqueness of the self-similar profile for a kinetic annihilation model.
Journal of Differential Equations 259, 7012-7059. - Bisi, M., Canizo, J.A., Lods, B. (2015)
Entropy dissipation estimates for the linear Boltzmann operator.
Journal of Functional Analysis 269, 1028-1069. - Camerlenghi, F., Villa, E. (2015)
Optimal bandwidth of the Minkowski content-based estimator of the mean density of random closed sets: theoretical results and numerical experiments.
J. Math. Imaging Vision 53, 264-287. - Canale, A., Dunson, D. (2015)
Bayesian multivariate mixed-scale density estimation.
Statistics and its Interface 8, 195-201. - Canale, A., Lunardon, N. (2015)
Churn prediction in telecommunications industry. A study based on Bagging classifiers.
Statistica Applicata - Italian Journal of Applied Statistics 24, 279-290. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L.(2015)
Choquet integration on Riesz spaces and dual comonotonicity.
Transactions of the American Mathematical Society 367, 8521-8542. - De Blasi, P., Favaro, S., Lijoi, A., Mena, R., Prünster, I., Ruggiero, M.(2015)
Are Gibbs-type priors the most natural generalization of the Dirichlet process?
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 37, 212-229. - De Iorio, M., Favaro, S., Teh, Y. W. (2015)
Bayesian inference on population structure: from parametric to nonparametric modeling.
In Nonparametric Bayesian inference in biostatistics, Mitra R., Mueller P. ed.s, Springer, p. 135-151. - Favaro, S., Feng, S. (2015)
Large deviation principles for the Ewens-Pitman sampling model.
Electronic Journal of Probability 20, 1-27. - Favaro, S., Lomeli, M., Teh, Y. W. (2015)
On a class of sigma-stable Poisson-Kingman models and an effective marginalized sampler.
Statistics and Computing 25, 67-78. - Favaro, S., Nipoti, B., Teh, Y. W.(2015)
Random variate generation for Laguerre-type exponentially tilted alpha-stable distributions.
Electronic Journal of Statistics 9, 1230-1242. - Lods, B., Pistone, G. (2015)
Information geometry formalism for the spatially homogeneous Boltzmann equation.
Entropy 17, 4223-4263. - Lombardo, P., Gambassi, A., Dall'Asta, L. (2015)
Fixation properties of subdivided populations with balancing selection.
Phys. Rev. E 91, 032130. - Lomeli, M., Favaro, S., Teh, Y. W. (2015)
A hybrid sampler for Poisson-Kingman mixture models.
Advances in Neural Information Processing Systems. - Malagò, L., Pistone, G. (2015)
Gradient flow of the stochastic relaxation on a generic exponential family.
Bayesian inference and maximum entropy methods in science and engineering. AIP Conference Proceedings, 353-360. - Malagò, L., Pistone, G. (2015)
Natural Gradient Flow in the Mixture Geometry of a Discrete Exponential Family.
Entropy 17, 4215-4254. - Malagò, L., Pistone, G. (2015)
Second-order optimization over the multivariate Gaussian distribution.
In Geometric Science of Information, F. Barbaresco, F. Nielsen ed.s, Springer LNCS 9389, p. 349-358.
2014
- Alonso, R. J., Lods, B. (2014)
Boltzmann model for viscoelastic particles: asymptotic behavior, pointwise lower bounds and regularity.
Communications in Mathematical Physics 331, 545-591. - Altarelli, F., Braunstein, A., Dall'Asta, L., Lage-Castellanos, A., Zecchina, R. (2014)
Bayesian inference of Epidemics on networks via belief propagation.
Phys. Rev. Lett. 112, 118701. - Altarelli, F., Braunstein, A., Dall'Asta, L., Ingrosso, A., Zecchina, R.(2014)
The patient-zero problem with noisy observations.
Journal of Statistical Mechanics: Theory and Experiment 10, 10016. - Altarelli, F., Braunstein, A., Dall'Asta, L., Wakeling, J. R., Zecchina, R.(2014)
Containing epidemic outbreaks by message-passing techniques.
Phys. Rev. X 4, 021024. - Arbel, J., Gayraud, G., Rousseau, J. (2014)
Bayesian optimal adaptive estimation using a sieve prior.
Scandinavian Journal of Statistics 40, 549-570. - Arlotti, L., Lods, B. (2014)
Transport semigroup associated to positive boundary conditions of unit norm: a Dyson-Phillips approach.
Discrete and Continuous Dynamical Systems, Series B 19, 2739-2766. - Arlotti, L., Lods, B., Mokhtar-Kharroubi, M. (2014)
Non-autonomous honesty theory for positive evolution families in abstract state spaces with applications to linear kinetic equations.
Communications on Pure and Applied Analysis 13, 729-771. - Cesari, O., Favaro, S., Nipoti, B. (2014)
Posterior analysis of rare variants in Gibbs-type species sampling models.
Journal of Multivariate Analysis 231, 79-98. - El-Dakkak, O., Peccati, G., Prünster, I. (2014)
Exchangeable Hoeffding-decomposition over finite sets: a combinatorial characterization and counterexamples.
Journal of Multivariate Analysis 131, 51-64. - Fassino C., Pistone G., Riccomagno E. (2014)
The algebra of interpolatory cubature formulae for generic nodes.
Statistics and Computing 24, 615-632. - Favaro, S., Feng, S. (2014)
Asymptotics for the number of blocks in a conditional Ewens-Pitman sampling model.
Electronic Journal of Probability 19, 1-15. - Favaro, S., Lomeli, M., Nipoti, B., Teh, Y. W. (2014)
On the stick-breaking representation of sigma-stable Poisson-Kingman models.
Electronic Journal of Statistics 8, 1063-1085. - Favaro, S., Nipoti, B. (2014)
Discussion of "On simulation and properties of stable law" by L. Devroye, L. F. James.
Statistical Methods and Applications 23, 365-369. - Lijoi, A., Nipoti, B. (2014)
A class of hazard rate mixtures for combining survival data from different experiments.
Journal of the American Statistical Association 109, 802-814. - Lijoi, A., Nipoti, B., Prünster, I. (2014)
Bayesian inference with dependent normalized completely random measures.
Bernoulli 20, 1260-1291. - Lijoi, A., Nipoti, B., Prünster, I. (2014)
Dependent mixture models: clustering and borrowing information.
Computational Statistics and Data Analysis 71, 417-433. - Lijoi, A., Prünster, I. (2014)
Discussion of "On simulation and properties of stable law" by L. Devroye and L. F. James.
Statistical Methods and Applications 23, 371-377. - Lombardo, P., Gambassi, A., Dall'Asta, L. (2014)
Nonmonotonic effects of migration in subdivided populations.
Phys. Rev. Lett. 112, 148101. - Malagò, Pistone, G. (2014)
Combinatorial optimization with information geometry: Newton Method.
Entropy 16, 4260-4289. - Menichetti, G., Dall'Asta, L., Bianconi, G. (2014)
Network Controllability is determined by the density of low in-degree and out-degree nodes.
Phys. Rev. Lett. 113, 078701. - Molinelli, E. J., Korkut, A., Wang, W.-Q., Miller, M. L., Gauthier, N. P., Jing, X., Kaushik, P., He, Q., Mills, G., Solit, D. B., Pratilas C. A., Weigt, M., Braunstein, A., Pagnani, A., Zecchina, R., Sander, C. (2014)
Perturbation Biology: inferring signaling networks in cellular systems.
PLOS Computational Biology 9, e1003290. - Papaspiliopoulos, O. and Ruggiero, M. (2014)
Optimal filtering and the dual process.
Bernoulli 20, 1999-2019. - Ruggiero, M. (2014)
Species dynamics in the two-parameter Poisson-Dirichlet diffusion model.
Journal of Applied Probability 51, 174-190.
2013
- Ala, U., Karreth, F. A., Bosia, C., Pagnani, A., Taulli, R., Léopold, V., Tay, Y., Provero, P., Zecchina, R., Pandolfi (2013)
Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments.
Proceedings of the National Academy of Sciences 110, 7154. - Alonso, R. J., Lods, B. (2013)
Two proofs of Haff's law for dissipative gases: the use of entropy and the weakly inelastic regime.
Journal of Mathematical Analysis and Applications 397, 260-275. - Alonso, R. J., Lods, B. (2013)
Uniqueness and regularity of steady states of the Boltzmann equation for visco-elastic hard-spheres driven by a thermal bath.
Communications in Mathematical Sciences 11, 851-906. - Altarelli, F., Braunstein, A., Dall'Asta, L., Zecchina, R. (2013)
Large deviations of cascade processes on graphs.
Physical Review E 87, 062115. - Altarelli, F., Braunstein, A., Dall'Asta, L., Zecchina, R. (2013)
Optimizing spread dynamics on graphs by message passing.
Journal of Statistical Mechanics: Theory and Experiment (09), P09011. - Arbel, J., Nipoti, B. (2013)
Discussion on Mueller and Mitra's Bayesian nonparametric inference - why and how.
Bayesian Analysis 8, 323-356. - Bacallado, S., Favaro, S., Trippa, L. (2013)
Bayesian nonparametric analysis of reversible Markov chains.
Annals of Statistics 41, 870-896. - Bagland, V., Lods, B. (2013)
Existence of self-similar profile for a kinetic annihilation model.
Journal of Differential Equations 254, 3023-3080. - Baldassi, C., Alemi-Neissi A., Pagan, M., DiCarlo J. J., Zecchina, R., Zoccolan, D. (2013)
Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons.
PLOS Computational Biology 9, e1003167. - Baldassi C., Braunstein A., Zecchina R. (2013)
Theory and learning protocols for the material tempotron model.
Journal of Statistical Mechanics: Theory and Experiment 12, P12013. - Barrios, E., Lijoi, A., Nieto-Barajas, L. E., Prünster, I. (2013)
Modeling with normalized random measure mixture models.
Statistical Science 28, 313-334. - Bellettini, G., Taddei, F., Zanella G. (2013)
Bequest taxes, donations, and house prices.
BE Journal of Macroeconomics 13, 355-379. - Caccioli, F., Dall'Asta, L., Galla, T., Rogers, T. (2013)
Voter models with conserved dynamics.
Physical Review E 87, 052114. - Canale, A., Dunson, D.B. (2013)
Nonparametric Bayes modelling of count processes.
Biometrika 100, 801-816. - Caizo, J.A., Lods, B. (2013)
Exponential convergence to equilibrium for subcritical solutions of the Becker-Döring equations.
Journal of Differential Equations 255, 905-950. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L. (2013).
Ambiguity and robust statistics.
Journal of Economic Theory 148, 974-1049. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L. (2013).
Classical Subjective Expected Utility.
Proceedings of the National Academy of Sciences 110, 6754-6759. - Dall'Asta, L., Caccioli, F., Beghè, D. (2013)
Fixation-coexistence transition in spatial populations.
Europhysics Letters 101, 18003. - De Blasi, P. (2013)
Discussion of "Bayesian inference with misspecified models" by S. G. Walker.
Journal of Statistical Planning and Inference 143, 1634-1637. - De Blasi, P., Lijoi, A., Prünster, I. (2013)
An asymptotic analysis of a class of discrete nonparametric priors.
Statistica Sinica 23, 1299-1322. - De Blasi, P., Walker, S. G. (2013)
Bayesian estimation of the discrepancy with misspecified parametric models.
Bayesian Analysis 8, 781-800. - De Blasi, P., Walker, S. G. (2013)
Bayesian asymptotics with misspecified models.
Statistica Sinica 23, 169-187. - Favaro, S., Lijoi, A., Prünster, I. (2013)
Conditional formulae for Gibbs-type exchangeable random partitions.
Annals of Applied Probability 23, 1721-1754. - Favaro, S., Teh, Y. W. (2013)
MCMC for normalized random measure mixture models.
Statistical Science 28, 335-359. - Favaro, S., Walker, S. G. (2013)
Slice sampling sigma-stable Poisson-Kingman models.
Journal of Computational and Graphical Statistics 22, 830-847. - Gitter A., Braunstein A., Pagnani A., Baldassi C., Borgs C., Chayes, J., Zecchina R., Fraenkel E. (2013)
Sharing information to reconstruct patient-specific pathways in heterogeneous diseases.
Pacific Symposium on Biocomputing, 19, 39-50. - Leisen, F., Lijoi, A., Spanò, D. (2013).
A vector of Dirichlet processes.
Electronic Journal of Statistics 7, 62-90. - Malagò, L., Matteucci, M., Pistone, G. (2013)
Natural gradient, fitness modelling and model selection: a unifying perspective.
IEEE Congress on Evolutionary Computation 486-493. - Martin, A., Taddei F. (2013)
International capital flows and credit market imperfections: a tale of two frictions.
Journal of International Economics 89, 441-452. - Neri, F., Incarnato, D., Krepelova, A., Rapelli, S., Pagnani, A., Zecchina, R., Parlato, C., Oliviero, S. (2013)
Genome-wide analysis identifies a functional association of Tet1 and Polycomb PRC2 in mouse embryonic stem cells.
Genome Biology 14, R91. - Pistone, G., Rogantin, M.P. (2013)
The algebra of reversible Markov chains.
Annals of the Institute of Statistical Mathematics 65, 269-293. - Pistone G., Vicario G. (2013)
Kriging prediction from a circular grid: application to wafer diffusion.
Applied Stochastic Models in Business and Industry 29, 350-361. - Pistone G. (2013)
Examples of the application of nonparametric information geometry to statistical physics.
Entropy 15, 4042-4065. - Prünster, I., Ruggiero, M. (2013)
A Bayesian nonparametric approach to modeling market share dynamics.
Bernoulli 19, 64-92. - Ruggiero, M., Walker, S. G., Favaro, S. (2013)
Alpha-diversity processes and normalized inverse-Gaussian diffusions.
Annals of Applied Probability 23, 386-425. - Tuncbag, N., Braunstein, A., Pagnani, A., Huang, S. S. C., Chayes, J., Borgs, C., Zecchina, R., Fraenkel, E. (2013)
Simultaneous reconstruction of multiple signaling pathways via the prize-collecting Steiner forest problem.
Journal of Computational Biology 20, 124-136.
2012
- Biazzo, I., Braunstein, A., Zecchina, R. (2012)
Performance of a cavity-method-based algorithm for the prize-collecting Steiner tree problem on graphs.
Physical Review E 86, 026706. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci. M., Montrucchio, L. (2012)
Probabilistic sophistication, second order stochastic dominance and uncertainty aversion.
Journal of Mathematical Economics, 48, 271-283, 2012. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci. M., Montrucchio, L. (2012)
Signed Integral Representations of Comonotonic Additive Functionals.
Journal of Mathematical Analysis and Applications, 385, 95-912. - Dall'Asta, L., Marsili, M., Pin, P. (2012)
Collaboration in social networks.
Proceedings of the National Academy of Sciences 109, 4395-4400. - De Martino, D., Bradde, S., Dall'Asta, L., Marsili, M. (2012)
Topology-induced inverse phase transitions.
Europhysics Letters 98, 40004. - Favaro, S., Guglielmi, A., Walker, S. G. (2012)
A class of measure-valued Markov chains and Bayesian nonparametrics.
Bernoulli 18, 1002-1030. - Favaro, S., Lijoi, A., Prünster, I. (2012)
On the stick-breaking representation on normalized inverse Gaussian priors.
Biometrika 99, 663-674. - Favaro, S., Lijoi, A., Prünster, I. (2012)
A new estimator of the discovery probability.
Biometrics 68, 1188-1196. - Favaro, S., Lijoi, A., Prünster, I. (2012)
Asymptotics for a Bayesian nonparametric estimator of species richness.
Bernoulli 18, 1267-1283. - Favaro, S., Prünster, I., Walker, S. G. (2012)
On a generalized Chu-Vandermonde identity,
Methodology and Computing in Applied Probability 14, 253-262. - Marinacci, M., Montrucchio, L. (2012)
Finitely well-positioned sets.
Journal of Convex Analysis 19, 249-279. - Ramezanpour, A., Zecchina, R. (2012)
Cavity approach to sphere packing in Hamming space.
Physical Review E 85. - Ramezanpour, A., Zecchina, R. (2012)
Sign problem in the Bethe approximation
Physical Review B 86. - Realpe-Gomez, J., Szczesny, B., Dall'Asta, L., Galla, T. (2012)
Fixation and escape times in stochastic game learning.
Journal of Statistical Mechanics, P10022. - Tetenov, A. (2012)
Statistical Treatment Choice Based on Asymmetric Minimax Regret Criteria.
Journal of Econometrics 166, 157-165. - Trippa, L., Favaro, S. (2012)
A class of normalized random measures with an exact predictive sampling scheme.
Scandinavian Journal of Statistics 39, 444-460. - Zhang, P., Ramezanpour, A., Zdeborova, L., Zecchina, R. (2012)
Message passing for quantified Boolean formulas.
Journal of Statistical Mechanics P05025.
2011
- Altarelli, F., Braunstein, A., Ramezanpour, A., Zecchina, R. (2011)
Stochastic Matching Problem.
Physical Review Letters 106:190601. - Arlotti, L., Banasiak, J., Lods, B. (2011)
On general transport equations with abstract boundary conditions. The case of divergence free force field.
Mediterranean Journal of Mathematics 8, 1-35. - Arlotti, L., Lods, B., Mokhtar-Kharroubi, M. (2011)
On perturbed substochastic semigroups in abstract state spaces.
Zeitschrift für Analysis und ihre Anwendungen 30, 457-495. - Bisi, M., Cañizo, J. A., Lods, B. (2011)
Uniqueness in the weakly inelastic regime of the equilibrium state to the Boltzmann equation driven by a particle bath.
SIAM Journal of Mathematical Analysis, 43, 2640-2674. - Braunstein, A., Kayhan, F., Zecchina, R. (2011)
Efficient data compression from statistical physics of codes over finite fields.
Physical Review E. 2011;84:051111. - Braunstein, A., Ramezanpour, A., Zecchina, R., Zhang, P. (2011)
Inference and learning in sparse systems with multiple states.
Physical Review E 83:056114. - Canale, A. (2011)
Statistical aspects in the extended skew-normal model.
Metron, LXIX, 279-295. - Canale, A., Dunson, D.B. (2011)
Bayesian Kernel Mixtures for Counts.
Journal of American Statistical Association, 106, 1528-1539. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L. (2011)
Complete Monotone Quasiconcave Duality.
Mathematics of Operations Research, 36, 321-339. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L. (2011)
Uncertainty averse preferences.
Journal of Economic Theory, 146, 1275-1330. - Dall'Asta, L., Pin, P., Ramezanpour, A. (2011)
Optimal equilibria of the best shot game.
Journal of Public Economic Theory 13, 885-901. - Favaro, S., Hadjicharalambous, G., Prünster, I. (2011)
On a class of distributions on the simplex.
Journal of Statistical Planning and inference 141, 2987-3004. - Favaro, S., Prünster, I., Walker, S. G. (2011)
On a class of random probability measures with general predictive structure.
Scandinavian Journal of Statistics 38, 359-376. - Leisen, F., Lijoi, A. (2011)
Vectors of two-parameter Poisson-Dirichlet processes.
Journal of Multivariate Analysis 102, 482-496. - Leisen, F., Lijoi, A., Paroissin, C. (2011)
Limiting behaviour of the search cost distribution for the move-to-front rule in the stable case.
Statistics and Probability Letters 81, 1827-1832. - Lijoi, A., Prünster, I. (2011)
A conversation with Eugenio Regazzini.
Statistical Science 26, 647-672. - Marinacci, M., Montrucchio, L. (2011)
Necessary and sufficient conditions for optima in reflexive spaces.
SIAM Journal on Optimization, 21, 174-192. - Mena, R. H., Ruggiero, M., Walker, S. G. (2011)
Geometric stick-breaking processes for continuous-time Bayesian nonparametric modeling.
Journal of Statistical Planning and Inference 141, 3217-3230. - Ricca, R. L., Nipoti, B. (2011)
Gauss’ linking number revisited.
Journal of Knot Theory and Its Ramifications 20, 1325-1343.
2010
- Alonso, R. J., Lods, B. (2010)
Free cooling and high-energy tails of granular gases with variable restitution coefficient.
SIAM Journal of Mathematical Analysis, 42, 2499-2538. - Amarante, M., Montrucchio, L. (2010)
The bargaining set of a large game.
Economic Theory, 43, 313-349. - Bailly-Bechet, M., Borgs, C., Braunstein, A., Chayes, J., Dagkessamanskaia, A., François, J.M., Zecchina, R. (2010) Finding undetected protein associations in cell signaling by belief propagation.
Proceedings of the National Academy of Sciences, 108. - Bailly-Bechet, M., Braunstein, A., Pagnani, A., Weigt, M., Zecchina R. (2010)
Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach.
BMC bioinformatics 11, 355. - Bradde, S., Braunstein, A., Mahmoudi, H., Tria, F., Weigt, M., Zecchina, R. (2010)
Aligning graphs and finding substructures by a cavity approach.
Europhysics Letters 89, 37009. - Cerreia-Vioglio, S., Maccheroni, F., Marinacci, M., Montrucchio, L. (2010)
Risk measures: rationality and diversification.
Mathematical Finance 21, 743-774. - De Blasi, P., James, L. F., Lau, J. W. (2010)
Bayesian nonparametric estimation and consistency of Mixed Multinomial Logit choice models.
Bernoulli 16, 679-704. - De Blasi, P. Favaro, S., Muliere, P. (2010)
A class of neutral to the right priors induced by superposition of beta processes.
Journal of Statistical Planning and Inference 140, 1563-1575. - Epifani, I., Lijoi, A. (2010)
Nonparametric priors for vectors of survival functions.
Statistica Sinica 20, 1455-1484. - Favaro, S., Walker, S. G. (2010)
On the distribution of sums of Exponential random variables via Wilks' integral representation.
Acta Applicandae Mathematicae 109, 1035-1042. - Fontana, R., Pistone, G. (2010)
2-level fractional factorial designs which are the union of non trivial regular designs.
Journal Of Statistical Theory And Practice 4, 181-202. - Fontana, R., Pistone, G. (2010)
Anticipating Italian census tourism data before their official release: a first solution and its implementation to Piemonte, Italy.
The International Journal of Tourism Research 12, 472-480. - James, L. F., Lijoi, A., Prünster, I. (2010)
On the posterior distribution of classes of random means.
Bernoulli 16, 155-180. - Marinacci, M., Montrucchio, L. (2010)
Unique solutions for stochastic recursive utilities.
Journal of Economic Theory 145, 1776-1804. - Martinelli, A., Ruggiero, M., Walker, S. G. (2010)
A note on convergence rates for posterior distributions via large deviations techniques.
Statistical Papers 51, 337-347. - Pistone, G., Vicario, G. (2010)
Comparing and generating Latin Hypercube designs in Kriging models.
Asta Advances in Statistical Analysis 94, 353-366.
2009
- Altarelli, F., Braunstein, A., Realpe-Gomez, J., Zecchina, R. (2009)
Statistical mechanics of budget-constrained auctions.
Journal of Statistical Mechanics, P07002. - Bailly-Bechet, M., Bradde, S., Braunstein, A., Flaxman, A., Foini, L., Zecchina, R. (2009)
Clustering with shallow trees.
Journal of Statistical Mechanics, P12010. - De Blasi, P. Peccati, G., Prünster, I. (2009)
Asymptotics for posterior hazards.
Annals of Statistics 37, 1906-1945. - De Blasi, P., Hjort, N.L. (2009)
The Bernstein-von Mises theorem in semiparametric competing risks models.
Journal of Statistical Planning and Inference 139, 2316-2328. - Draghicescu, D., Ignaccolo, R. (2009)
Modeling threshold exceedance probabilities of spatially correlated time series.
Electronic Journal of Statistics 3, 149–164. - Favaro, S., Ruggiero, M., Walker, S. G. (2009)
On a Gibbs sampler based random process in Bayesian nonparametrics.
Electronic Journal of Statistics 3, 1556-1566. - Favaro, S., Lijoi, A., Mena, R. H., Prünster, I. (2009)
Bayesian nonparametric inference for species variety with a two parameter Poisson-Dirichlet process prior.
Journal of the Royal Statistical Society Series B 71, 993-1008. - James, L. F., Lijoi, A., Prünster, I. (2009)
Posterior analysis for normalized random measures with independent increments.
Scandinavian Journal of Statistics 36, 76-97. - Lijoi, A., Prünster, I. (2009)
Distributional properties of means of random probability measures.
Statistics Surveys 3, 47-95. - Nieto-Barajas, L. E., Prünster, I. (2009)
A sensitivity analysis for Bayesian nonparametric density estimators.
Statistica Sinica 19, 685-705. - Pistone, G. (2009)
κ-exponential models from the geometrical viewpoint.
The European Physical Journal B Condensed Matter Physics 71, 29-37. - Ruggiero, M., Walker, S. G. (2009)
Countable representation for infinite-dimensional diffusions derived from the two parameter Poisson-Dirichlet process.
Electronic Communications in Probability 14, 501-517. - Ruggiero, M., Walker, S. G. (2009)
Bayesian nonparametric construction of the Fleming-Viot process with fertility selection.
Statistica Sinica 19, 707-720.
2008
- Altarelli, F., Monasson, R., Zamponi, F. (2008)
Relationship between clustering and algorithmic phase transitions in the random k-XORSAT model and its NP-complete extensions.
Journal of Physics: Conference Series 95, 012013. - Bayati, M., Borgs, C., Braunstein, A., Chayes, J., Ramezanpour, A., Zecchina, R. (2008)
Statistical mechanics of Steiner trees.
Physical Review Letters 101, 037208. - Bayati, M., Borgs, C., Chayes, J., Zecchina, R. (2008)
On the exactness of the cavity method for Weighted b-Matchings on Arbitrary Graphs and its Relation to Linear Programs.
Journal of Statistical Mechanics, L06001. - Bayati, M., Braunstein, A., Zecchina, R. (2008)
A rigorous analysis of the cavity equations for the minimum spanning tree.
Journal of Mathematical Physics 49, 125206. - Bianconi, G., Zecchina, R. (2008)
Viable flux distribution in metabolic networks.
Networks and Heterogeneous Media 3, 361-369. - Braunstein, A., Mulet, R., Pagnani, A. (2008)
Estimating the size of the solution space of metabolic networks.
BMC Bioinformatics 9, 240. - Braunstein, A., Pagnani, A., Weigt, M., Zecchina, R. (2008)
Inference algorithms for gene networks: A statistical-mechanics analysis.
Journal of Statistical Mechanics, P12001. - Dall'Asta, L., Ramezanpour, A., Zecchina, R. (2008)
Entropy landscape and non-Gibbs solutions in constraint satisfaction problems.
Physical Review E 77, 031118. - Daude', H., Mezard, M., Mora, T., Zecchina, R. (2008)
Pairs of SAT Assignments and Clustering in Random Boolean Formulae.
Theoretical Computer Science 393, 260-279. - Favaro, S., Walker, S. G. (2008)
A generalized constructive definition for the Dirichlet process.
Statistics and Probability Letters 78, 2836-2838. - Ignaccolo, R., Ghigo, S., Giovenali, E. (2008)
Analysis of air quality monitoring networks by functional clustering.
Environmetrics 19, 672-686. - Ignaccolo, R., Ribecco, N. (2008)
Model testing for spatially correlated data.
Annales de l'Institut de Statistique de l'Université de Paris, 52, 27-42. - James, L. F., Lijoi, A., Prünster, I. (2008)
Distributions of linear functionals of two parameter Poisson-Dirichlet random measures.
Annals of Applied Probability 18, 521-551. - Lijoi, A., Mena, R. H., Prünster, I. (2008)
A Bayesian Nonparametric approach for comparing clustering structures in EST libraries.
Journal of Computational Biology 15, 1315-1327. - Lijoi, A., Prünster, I., Walker, S. G. (2008)
Posterior analysis for some classes of nonparametric models.
Journal of Nonparametric Statistics 20, 447-457. - Lijoi, A., Prünster, I., Walker, S. G. (2008)
Bayesian nonparametric estimators derived from conditional Gibbs structures.
Annals of Applied Probability 18, 1519-1547. - Lijoi, A., Prünster, I., Walker, S. G. (2008)
Investigating nonparametric priors with Gibbs structure.
Statistica Sinica 18, 1653-1668. - Montrucchio, L., Marinacci, M. (2008)
On concavity and supermodularity.
Journal of Mathematical Analysis and Applications 344, 642-654. - Montrucchio, L., Semeraro, P. (2008)
Refinement derivatives and values of games.
Mathematics of Operations Research 33, 97-118. - Peccati, G., Prünster, I. (2008)
Linear and quadratic functionals of random hazard rates: an asymptotic analysis.
Annals of Applied Probability 18, 1910-1943. - Pistone, G., Rogantin, M.P. (2008)
Indicator function and complex coding for mixed fractional factorial designs.
Journal of Statistical Planning and Inference 138, 787-802. - Pistone, G., Rogantin, M.P. (2008)
Algebraic statistics of level codings for fractional factorial designs.
Journal of Statistical Planning and Inference 138, 234-244.
2007
- Altarelli, F., Monasson, R., Zamponi, F. (2007)
Can rare SAT formulae be easily recognized? On the efficiency of message-passing algorithms for K-SAT at large clause-to-variable ratios.
Journal of Physics A: Mathematical and Theoretical, 40, 867-86. - Baldassi, C., Braunstein, A., Brunel, N., Zecchina, R. (2007)
Efficient supervised learning in networks with binary synapses.
BMC Neuroscience, 8, S13. - Cena, A., Pistone, G. (2007)
Exponential statistical manifold.
Annals of the Institute of Statistical Mathematics, 59, 27–56, 2007. - Consonni, G., Pistone, G. (2007)
Bayesian analysis of contingency tables with possibly zero-probability cells.
Statistica Sinica, 17, 1355-1370. - De Blasi, P., Hjort, N.L. (2007)
Bayesian survival analysis in proportional hazard models with logistic relative risk.
Scandinavian Journal of Statistics, 34, 229-257. - Lijoi, A., Mena, R. H., Prünster, I. (2007)
A Bayesian nonparametric method for prediction in EST analysis.
BMC Bioinformatics, 8, 339. - Lijoi, A., Mena, R. H., Prünster, I. (2007)
Bayesian nonparametric estimation of the probability of discovering a new species.
Biometrika, 94, 769-786. - Lijoi, A., Mena, R. H., Prünster, I. (2007)
Controlling the reinforcement in Bayesian nonparametric mixture models.
Journal of the Royal Statistical Society Series B, 69, 715-740. - Lijoi, A., Prünster, I., Walker, S. G. (2007)
On convergence rates for nonparametric posterior distributions.
Australian & New Zealand Journal of Statistics, 49, 209-219. - Lijoi, A., Prünster, I., Walker, S. G. (2007)
Bayesian consistency for stationary models.
Econometric Theory, 23, 749-759. - Mahmoudi, H., Pagnani, A., Weigt, M., Zecchina, R. (2007)
Propagation of external regulation and asynchronous dynamics in random Boolean networks.
CHAOS, 026109. - Manski, C.F., Tetenov, A. (2007)
Admissible Treatment Rules for a Risk-Averse Planner with Experimental Data on an Innovation.
Journal of Statistical Planning and Inference, 137, 1998-2010. - Montrucchio, L., Scarsini, M. (2007)
Large newsvendor games.
Games and Economic Behavior, 58, 316-337. - Walker, S. G., Lijoi, A., Prünster, I. (2007)
On rates of convergence for posterior distributions in infinite-dimensional models.
Annals of Statistics, 35, 738-746.