sabaridsnfuji/repro-towards-understanding-adam-convergence-on-highly-degenerate-polynomials

Round 2: fix all 4 real-judge-flagged gaps (stability boundary full phase diagram, multi-eps complexity sweep, intermediate regime, new Lemma 5.4 claim) -- 7/7 self-assessed verified

Fix missing icml2026-repro/paper tags (trackio logbook open --title overwrote them)

Update logbook: Reproduction: Towards Understanding Adam Convergence on Highly Degenerate Polynomials

initial commit