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PAC-Bayes unleashed: generalisation bounds with unbounded losses

, , , и . (2020)cite arxiv:2006.07279.

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John Oakeshott-Taylor

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Learning Non-Linear Feature Maps., , и . CoRR, (2013)An Investigation of Feature Models for Music Genre Classification Using the Support Vector Classifier., и . ISMIR, стр. 604-609. (2005)PAC-Bayes unleashed: generalisation bounds with unbounded losses, , , и . (2020)cite arxiv:2006.07279.Sparse Network-Based Models for Patient Classification Using fMRI., , , и . PRNI, стр. 66-69. IEEE, (2013)Covering Numbers for Support Vector Machines., , , и . COLT, стр. 267-277. ACM, (1999)Confidence Estimates of Classification Accuracy on New Examples.. EuroCOLT, том 1208 из Lecture Notes in Computer Science, стр. 260-271. Springer, (1997)Valid Generalisation from Approximate Interpolation., , , и . Comb. Probab. Comput., (1996)Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning., , , , и . J. Mach. Learn. Res., (2011)Tighter Risk Certificates for Neural Networks., , , и . J. Mach. Learn. Res., (2021)Human-Centered Artificial Intelligence (Dagstuhl Seminar 22262)., , и . Dagstuhl Reports, 12 (6): 112-117 (2022)