Tom Marty

According to our database, Tom Marty authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Compression Perspective on Simplicity Bias.

Tom Marty, Eric Elmoznino, Léo Gagnon, Tejas Kasetty, Mizu Nishikawa-Toomey, Sarthak Mittal, Guillaume Lajoie, Dhanya Sridhar

CoRR, March, 2026

2025

Next-Token Prediction Should be Ambiguity-Sensitive: A Meta-Learning Perspective.

Léo Gagnon, Eric Elmoznino, Sarthak Mittal, Tom Marty, Tejas Kasetty, Dhanya Sridhar, Guillaume Lajoie

CoRR, June, 2025

The BrowserGym Ecosystem for Web Agent Research.

Thibault Le Sellier de Chezelles, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados

Trans. Mach. Learn. Res., 2025

In-Context Learning and Occam's Razor.

Eric Elmoznino, Tom Marty, Tejas Kasetty, Léo Gagnon, Sarthak Mittal, Mahan Fathi, Dhanya Sridhar, Guillaume Lajoie

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver.

Tom Marty, Léo Boisvert, Tristan François, Pierre Tessier, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart

Constraints An Int. J., December, 2024

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vázquez, Nicolas Chapados, Alexandre Lacoste

CoRR, 2024

WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?

Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, David Vázquez, Nicolas Chapados, Alexandre Lacoste

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Training a Deep Q-Learning Agent Inside a Generic Constraint Programming Solver.

Tom Marty, Tristan François, Pierre Tessier, Louis Gautier, Quentin Cappart, Louis-Martin Rousseau

CoRR, 2023

Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver.

Tom Marty, Tristan François, Pierre Tessier, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023