Good Papers

Showing papers from Mila / Polytechnique Montreal Show all papers

78%Highly rated
?Highly ratedVote to see the score

Understanding the Surprising Generalization Properties of Tabular Foundation Models

Self-supervised pre-training on one real table yields strong tabular transfer, where feature count predicts usefulness and in-context generalization is retrieval-based.

Nour Shaheen, Junwei (Jeremy) Ma, Alex Labach, Frank Hutter and 2 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

– ReadersNo votes yet
11/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 11 of 20 reviewers recommend it
lenient 4/5
medium 6/10
strict 1/5