1 code implementation • NeurIPS 2022 • Leo Grinsztajn, Edouard Oyallon, Gael Varoquaux
While deep learning has enabled tremendous progress on text and image datasets, its superiority on tabular data is not clear.
no code implementations • 22 Nov 2022 • Sid Black, Lee Sharkey, Leo Grinsztajn, Eric Winsor, Dan Braun, Jacob Merizian, Kip Parker, Carlos Ramón Guevara, Beren Millidge, Gabriel Alfour, Connor Leahy
Previous mechanistic descriptions have used individual neurons or their linear combinations to understand the representations a network has learned.
no code implementations • 27 Feb 2020 • Achille Thin, Nikita Kotelevskii, Jean-Stanislas Denain, Leo Grinsztajn, Alain Durmus, Maxim Panov, Eric Moulines
In this contribution, we propose a new computationally efficient method to combine Variational Inference (VI) with Markov Chain Monte Carlo (MCMC).