A New Perspective On Denoising Based On Optimal TransportInformation and Inference A Journal of the IMA (JIII), 2023 |
Minimizing Convex Functionals over Space of Probability Measures via KL
Divergence Gradient FlowInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Empirical Bayes via ERM and Rademacher complexities: the Poisson modelAnnual Conference Computational Learning Theory (COLT), 2023 |
On Efficient and Scalable Computation of the Nonparametric Maximum
Likelihood Estimator in Mixture ModelsJournal of machine learning research (JMLR), 2022 |