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2025 ICML ICML 2025

Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Donghwa Kim, Jaewook Lee, Chulhee Yun

Topics

Machine Learning > Optimization & Theory > Optimization Mathematics & Optimization > Optimization > Continuous Optimization Mathematics & Optimization > Optimization > Stochastic Methods

Keywords

uniform sampling coordinate descent contraction rate permutation-invariant hessian positive-definite quadratic random-permutation cd
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