Léo Grinsztajn

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Top Venues

Publications

Myung Jun Kim, Léo Grinsztajn, Gaël Varoquaux
CARTE: pretraining and transfer for tabular learning. CoRR (2024)
David Holzmüller, Léo Grinsztajn, Ingo Steinwart
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data. CoRR (2024)
Léo Grinsztajn, Edouard Oyallon, Myung Jun Kim, Gaël Varoquaux
Vectorizing string entries for data processing on tables: when are larger language models better? CoRR (2023)
Sid Black, Lee Sharkey, Léo Grinsztajn, Eric Winsor, Dan Braun, Jacob Merizian, Kip Parker, Carlos Ramón Guevara, Beren Millidge, Gabriel Alfour, Connor Leahy
Interpreting Neural Networks through the Polytope Lens. CoRR (2022)
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
Why do tree-based models still outperform deep learning on typical tabular data? NeurIPS (2022)
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
Why do tree-based models still outperform deep learning on tabular data? CoRR (2022)