The Mathematics Of Generalization The Proceedings of the SFI/CNLS Workshop on Formal Approaches to Supervised Learning
Coordonnateur : Wolpert David. H
Date de parution : 07-2019
15.2x22.9 cm
Mots-clés :
MML; Penalty Functional; error; Generalization Error; learning; Computational Learning Theory; algorithms; Learning Algorithms; supervised; Exhaustive Learning; training; Training Set; examples; Hidden Units; exhaustive; PSA Model; target; Hypothesis Functions; concept; Cart Tree; set; Model III; David H; Wolpert; Ecc; Leo Breiman; UCI Repository; David Haussler; Hinge Functions; Manfred Warmuth; BCH Code; Naftali Tishby; Target Concept; Alan S; Lapedes; Training Error; Hussein Almuallim; Hypothesis Space; Thomas G; Dietterich; Supervised Learning; Peter Cheeseman; Training Set Size; Grace Wahba; Minimum Pairwise Distance; Chong Gu; Worst Case Probability; Yuedong Wang; Noisy Patterns; Richard Chappell; Instance Space; Geoffrey E; Hinton; Steven Nowlan; Steven J; Nowlan; Ghulum Bakiri; John S; Denker; Christopher C; J; Burges