Tuning-Free Sampling via Optimization on the Space of Probability Measures

arXiv preprint

November 2025 · Louis Sharrock, Christopher Nemeth
Gradient Flows

Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows

Blog post on NeurIPS 2024 paper - Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows

October 2024 · Alberto Cabezas-Gonzalez, Louis Sharrock, Christopher Nemeth
Gradient Flows

Why Should We Care About Gradient Flows?

Blog post on gradient flows in Euclidean and Wasserstein spaces.

September 2024 · Rui-Yang Zhang, Christopher Nemeth