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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods.

, and . Cambridge University Press, (2010)

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Learning Non-Linear Feature Maps., , and . CoRR, (2013)Can eyes reveal interest? Implicit queries from gaze patterns., , , , and . User Model. User-Adapt. Interact., 19 (4): 307-339 (2009)An Investigation of Feature Models for Music Genre Classification Using the Support Vector Classifier., and . ISMIR, page 604-609. (2005)Sparse Network-Based Models for Patient Classification Using fMRI., , , and . PRNI, page 66-69. IEEE, (2013)Covering Numbers for Support Vector Machines., , , and . COLT, page 267-277. ACM, (1999)Confidence Estimates of Classification Accuracy on New Examples.. EuroCOLT, volume 1208 of Lecture Notes in Computer Science, page 260-271. Springer, (1997)PAC-Bayes unleashed: generalisation bounds with unbounded losses, , , and . (2020)cite arxiv:2006.07279.Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning., , , , and . J. Mach. Learn. Res., (2011)Tighter Risk Certificates for Neural Networks., , , and . J. Mach. Learn. Res., (2021)Valid Generalisation from Approximate Interpolation., , , and . Comb. Probab. Comput., (1996)