Anna Korba

Flowing Datasets with Wasserstein over Wasserstein Gradient Flows

Density Ratio Estimation with Conditional Probability Paths

Kernel Trace Distance: Quantum Statistical Metric between Measures through RKHS Density Operators

Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis

Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics

Sampling from multi-modal distributions with polynomial query complexity in fixed dimension via reverse diffusion

Variational Inference with Mixtures of Isotropic Gaussians

Mirror and Preconditioned Gradient Descent in Wasserstein Space

Constrained Sampling with Primal-Dual Langevin Monte Carlo

Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence