Tuning-free Sampling via Optimization on the Space of Probability Measures
Blog post on FUSE, an adaptive learning-rate-free approach to gradient-based sampling.
Gradient Flows
Tuning-Free Sampling via Optimization on the Space of Probability Measures
arXiv preprint
Why Should We Care About Gradient Flows?
Blog post on gradient flows in Euclidean and Wasserstein spaces.
Using coins to make Bayesian inference learning-rate free
Blog post on Coin Sampling, a learning-rate-free approach to gradient-based Bayesian inference.