conftrace_

wasserstein gradient flow

35 papers

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Also known as

WGF

Co-occurring keywords

optimal transport (948) particle method (17) variational inference (2069) gradient descent (1144) probability distribution (265) neural network (6616) stein variational gradient descent (49) distributionally robust optimization (185) uncertainty quantification (1393) bayesian inference (1907)

Papers

The Wasserstein Proximal Gradient Algorithm NIPS 2020
A Dynamical Central Limit Theorem for Shallow Neural Networks NIPS 2020
Variance Reduction in Stochastic Particle-Optimization Sampling ICML 2020
Stochastically Dominant Distributional Reinforcement Learning ICML 2020
Understanding and Accelerating Particle-Based Variational Inference ICML 2019
Maximum Mean Discrepancy Gradient Flow NIPS 2019
Scalable Thompson Sampling via Optimal Transport AISTATS 2019
On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport NIPS 2018
Policy Optimization as Wasserstein Gradient Flows ICML 2018
Langevin Monte Carlo and JKO splitting COLT 2018