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
Coin Sampling

Using coins to make Bayesian inference learning-rate free

Blog post on Coin Sampling, a learning-rate-free approach to gradient-based Bayesian inference.

August 2024 · Louis Sharrock, Christopher Nemeth