Concentration inequalities for non-causal random fields

DOI10.1214/22-EJS1992zbMath1490.60129OpenAlexW4226095006MaRDI QIDQ2136658

Rémy Garnier, Raphaël Langhendries

Publication date: 11 May 2022

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-16/issue-1/Concentration-inequalities-for-non-causal-random-fields/10.1214/22-EJS1992.full

zbMATH Keywords

learning theoryHoeffding's inequalitylocal dependencelearning in non-i.i.d scenariosnon-causal random fields

Mathematics Subject Classification ID

Random fields (60G60) Computational learning theory (68Q32) Inequalities; stochastic orderings (60E15) Generalizations of martingales (60G48) Neural nets and related approaches to inference from stochastic processes (62M45)

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