Arthur Mensch

Researcher, DeepMind

Joined

September 2022

Names

Arthur Mensch (Preferred)

Emails

****@inria.fr (Confirmed)

****@m4x.org (Confirmed)

****@deepmind.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

DeepMind (deepmind.com)

2020 – Present

Postdoc

École Normale Supérieure (ens.fr)

2018 – 2020

PhD student

Inria (inria.fr)

2015 – 2018

MS student

ENS Cachan (ens-cachan.fr)

2014 – 2015

Undergrad student

École Polytechnique (polytechnique.edu)

2011 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2014 – 2018

Optimization

2014 – 2018

Publications

Dissecting adaptive methods in GANs
Samy Jelassi, David Dobre, Arthur Mensch, Yuanzhi Li, Gauthier Gidel
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Self-conditioned Embedding Diffusion for Text Generation
Robin Strudel, Corentin Tallec, Florent Altché, Yilun Du, Yaroslav Ganin, Arthur Mensch, Will Sussman Grathwohl, Nikolay Savinov, Sander Dieleman, Laurent Sifre, Rémi Leblond
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
An empirical analysis of compute-optimal large language model training
Jordan Hoffmann, Sebastian Borgeaud, Arthur Mensch, Elena Buchatskaya, Trevor Cai, Eliza Rutherford, Diego de las Casas, Lisa Anne Hendricks, Johannes Welbl, Aidan Clark, Tom Hennigan, Eric Noland, Katherine Millican, George van den Driessche, Bogdan Damoc, Aurelia Guy, Simon Osindero, Karen Simonyan, Erich Elsen, Oriol Vinyals et al. (2 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Flamingo: a Visual Language Model for Few-Shot Learning
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock et al. (7 additional authors not shown)
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Adam is no better than normalized SGD: Dissecting how adaptivity improves GAN performance
Samy Jelassi, Arthur Mensch, Gauthier Gidel, Yuanzhi Li
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Online Sinkhorn: optimal transportation distances from sample streams
Gabriel Peyré, Arthur Mensch
- 15 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
A mean-field analysis of two-player zero-sum games.
Carles Domingo-Enrich, Samy Jelassi, Arthur Mensch, Grant M. Rotskoff, Joan Bruna
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
Geometric Losses for Distributional Learning
Arthur Mensch, Mathieu Blondel, Gabriel Peyré
- 2019 (modified: 28 Sept 2024)
- ICML 2019
- Readers: Everyone
Extra-gradient with player sampling for provable fast convergence in n-player games.
Samy Jelassi, Carles Domingo-Enrich, Damien Scieur, Arthur Mensch, Joan Bruna
- 2019 (modified: 09 Nov 2022)
- CoRR2019
- Readers: Everyone
Differentiable Dynamic Programming for Structured Prediction and Attention
Arthur Mensch, Mathieu Blondel
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone

View all 19 publications

Co-Authors

View all 72 co-authors