76%Highly rated
?Highly ratedVote to see the score
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
Reasoning is formalized via optimal transport to bound transformers' OOD generalization by architectural Lipschitz continuity and approximation limits, proving depth is needed for backtracking and shift-invariant attention reduces risk.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
– ReadersNo votes yet
10/20 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: 10 of 20 reviewers recommend it
lenient 2/5
medium 6/10
strict 2/5