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A Quasipolynomial Algorithm for $\ell_\infty$ Contractions

Paper recorded by Signals 4 on 2026-10-21 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-21 on arXiv · recorded by Signals 4 on 2026-10-22

Category: cs.LG · 机器学习 · first seen 2026-10-22

Abstract

We give an algorithm for computing an $\eps$-approximate fixed point of any $d$-dimensional nonexpansion with respect to the $\ell_\infty$ norm in time $\log(1/\eps)^{O(\log^2 d)}$. At its core, our method uses a boosting argument to geometrically shrink a search region. Among other consequences, our algorithm implies that simple stochastic games can be solved in quasipolynomial time.

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#205 most recent of 749 cs.LG papers we have recorded · ↑ newer: LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data · ↓ older: Self-normalized Bernstein Inequalities for Regenerative Processes and
Cite this page: A Quasipolynomial Algorithm for $\ell_\infty$ Contractions: the #205 most recent of 749 cs.LG papers we have recorded (as of 2026-10-21). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/a-quasipolynomial-algorithm-for-ell-infty-contractions.html
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