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

arXiv preprint

November 2025 · 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

Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds

International Conference on Machine Learning (ICML)

July 2024 · Dan Dodd, Louis Sharrock, Christopher Nemeth