Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation

Alexander Munteanu; Simon Omlor

2024 ICML ICML 2024

Optimal bounds for ℓ_p sensitivity sampling via ℓ_2 augmentation

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Alexander Munteanu, Simon Omlor

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

vc dimension subspace embedding lewis weight total sensitivity φℯ √lp sensitivity sampling ∞2 augmentation

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