Grinsztajn, Leo

4 publications

NeurIPS 2024 Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data David Holzmüller, Léo Grinsztajn, Ingo Steinwart

ICML 2024 CARTE: Pretraining and Transfer for Tabular Learning Myung Jun Kim, Leo Grinsztajn, Gael Varoquaux

NeurIPSW 2023 Modeling String Entries for Tabular Data Prediction: Do We Need Big Large Language Models? Leo Grinsztajn, Myung Jun Kim, Edouard Oyallon, Gael Varoquaux

NeurIPS 2022 Why Do Tree-Based Models Still Outperform Deep Learning on Typical Tabular Data? Leo Grinsztajn, Edouard Oyallon, Gael Varoquaux