Phase Transitions in Machine Learning

DOI10.1017/CBO9780511975509zbMath1246.68012MaRDI QIDQ5391646

Antoine Cornuéjols, Attilio Giordana, Lorenza Saitta

Publication date: 7 April 2011

zbMATH Keywords

phase transitionsatisfiability problemconstraint satisfaction problemmachine learningrelational learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Phase transitions (general) in equilibrium statistical mechanics (82B26) Research exposition (monographs, survey articles) pertaining to computer science (68-02) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Related Items (1)

Hidden unit specialization in layered neural networks: ReLU vs. sigmoidal activation

Uses Software

• UnitWalk

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