On the covariance-Hessian relation in evolution strategies

DOI10.1016/j.tcs.2019.09.002zbMath1436.68326arXiv1806.03674OpenAlexW2806847483MaRDI QIDQ2007723

Amir Yehudayoff, Ofer M. Shir

Publication date: 22 November 2019

Published in: Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1806.03674

zbMATH Keywords

covariance matrixstatistical learninginverse relationlandscape Hessiantheory of evolution strategies

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Cites Work

• The distribution function of a linear combination of chi-squares
• Solving Ill-Conditioned and Singular Linear Systems: A Tutorial on Regularization
• A First Course in Order Statistics
• On the Statistical Learning Ability of Evolution Strategies
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