Fluctuations, bias, variance and ensemble of learners: exact asymptotics for convex losses in high-dimension

DOI10.1088/1742-5468/ad0221MaRDI QIDQ6611433

Maria Refinetti, Gabriele Sicuro, Cédric Gerbelot, Florent Krzakala, Bruno Loureiro

Publication date: 26 September 2024

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

zbMATH Keywords

learning theorymachine learning

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

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