YMRohit/icml20531-adam-degenerate-repro
Independent reproduction: Adam on degenerate polynomials This repository contains the independent code, predeclared claim contract, raw results, audit scripts, and figures for ICML 2026 submission 20531, “Towards Understanding Adam Convergence on Highly Degenerate Polynomials” (OpenReview uYWVGk1Qt0, arXiv 2603.09581). The implementation does not depend on author code. It explicitly implements the paper's asymptotic model: uncorrected Adam, zero epsilon, and monomial objectives… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/icml20531-adam-degenerate-repro.
Add GPU reproduction outputs: adam20531-t4-full-v2
Reviewer-amended v2: matched ablations and theorem-domain audit
Add GPU reproduction outputs: adam20531-t4-full-v1
Add independent reproduction source and frozen claim contract
initial commit