3rd Workshop onGradient Flows for Sampling, Inference, and Learning

Imperial College London, South Kensington Campus

Organisers
O. Deniz Akyildiz · Louis Sharrock · Grigorios A. Pavliotis
With support from

2026 information.

The programme, invited speakers and registration information will be announced shortly.

Previous editions.

Two editions have already brought together the community around continuous dynamics, probabilistic inference and machine learning.

Edition 022025

2nd Workshop on Gradient Flows for Sampling, Inference, and Learning

A one-day exploration of gradient-flow approaches for sampling, inference and learning—from Langevin and Wasserstein dynamics to diffusion models, robustness and sequential Bayesian methods.

Date
, 10:00
Venue
The Alan Turing Institute, British Library, 96 Euston Road, London NW1 2DB
Organisers
O. Deniz Akyildiz, Andrew Duncan & Francesca Crucinio

Speakers

  • Sahani Pathiraja
  • Rocco Caprio
  • Anna Korba
  • Paula Cordero Encinar
  • Arthur Gretton
  • Jonas Latz
View the 2025 event
Edition 012023

1st Workshop on Gradient Flows for Sampling, Inference, and Learning

The inaugural one-day workshop connected continuous dynamics with Bayesian posterior sampling, variational inference, generative modelling and deep-learning optimisation.

Date
, 10:00
Venue
Royal Statistical Society, 12 Errol Street, London EC1Y 8LX
Organisers
O. Deniz Akyildiz, Christopher Nemeth, Theodore Papamarkou & Louis Sharrock

Speakers

  • Nikolas Nüsken
  • Alessandro Barp
  • Anna Korba
  • Song Liu
  • Francesca Crucinio
  • Qiang Liu
View the 2023 event