Algorithmic Stability, Generalization, and Privacy for Diffusion Models

Statistical convergence rates for transport- and ODE-based generative models

The power of cooperation in networks of learning agents

Bayesian nonparametric adaptation with heavy-tailed priors

A connection between tempering and entropic mirror descent

Tail index regression forest

Inferring natural selection and allele age from allele frequency time series data via exact simulation

The sample complexity of simple binary hypothesis testing

Differentially private M-estimation via noisy optimization

Optimal Transport Dependency

Robust gradient-based sampling algorithms using skew-symmetric numerical schemes

Derivation of killed processes: Applications in Finance

Stretched Brownian Motion and Bass local-volatility model.

Bayesian computation for high-dimensional Gaussian Graphical Models with spike-and-slab prior

TBA