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

Polynomial Volterra processes

Bayesian nonparametric inference in a McKean-Vlasov model

Towards sample-efficient continuous-time reinforcement learning

The clustered Mallows model

On connections between sequential Bayesian inference and evolutionary dynamics

Generative modeling using soft-constrained Schrodinger bridge

Heavy-tailed Bayesian nonparametric adaptation over Besov spaces