conftrace_

wasserstein space

19 papers

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Co-occurring keywords

optimal transport (948) bayesian inference (1907) probability measure (59) variational inference (2069) langevin monte carlo (33) sampling algorithm (130) mean-field theory (19) zero-sum game (190) markov chain monte carlo (725) continuous optimization (135)

Papers

Non-geodesically-convex optimization in the Wasserstein space NIPS 2024
Constrained Sampling with Primal-Dual Langevin Monte Carlo NIPS 2024
Wasserstein Proximal Coordinate Gradient Algorithms JMLR 2024
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space COLT 2024
Open problem: Convergence of single-timescale mean-field Langevin descent-ascent for two-player zero-sum games COLT 2024
Mirror and Preconditioned Gradient Descent in Wasserstein Space NIPS 2024
A PDE approach for regret bounds under partial monitoring JMLR 2023
Pre-training for Speech Translation: CTC Meets Optimal Transport ICML 2023
Measure Estimation in the Barycentric Coding Model ICML 2022
Fast and Smooth Interpolation on Wasserstein Space AISTATS 2021
Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021
Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport ICML 2021
Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space AISTATS 2020
Variance Reduction and Quasi-Newton for Particle-Based Variational Inference ICML 2020
Primal Dual Interpretation of the Proximal Stochastic Gradient Langevin Algorithm NIPS 2020
Understanding MCMC Dynamics as Flows on the Wasserstein Space ICML 2019
Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit COLT 2019
Analysis of Langevin Monte Carlo via Convex Optimization JMLR 2019
Scalable Bayes via Barycenter in Wasserstein Space JMLR 2018