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Learning Non-Linear Feature Maps., , and . CoRR, (2013)Sparse Network-Based Models for Patient Classification Using fMRI., , , and . PRNI, page 66-69. IEEE, (2013)PAC-Bayes unleashed: generalisation bounds with unbounded losses, , , and . (2020)cite arxiv:2006.07279.Confidence Estimates of Classification Accuracy on New Examples.. EuroCOLT, volume 1208 of Lecture Notes in Computer Science, page 260-271. Springer, (1997)Covering Numbers for Support Vector Machines., , , and . COLT, page 267-277. ACM, (1999)PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits., , , , and . ICML On-line Trading of Exploration and Exploitation, volume 26 of JMLR Proceedings, page 98-111. JMLR.org, (2012)A Framework for Probability Density Estimation., and . AISTATS, volume 2 of JMLR Proceedings, page 468-475. JMLR.org, (2007)Large-Margin Structured Prediction via Linear Programming., and . AISTATS, volume 5 of JMLR Proceedings, page 599-606. JMLR.org, (2009)Kernel-Based Learning of Hierarchical Multilabel Classification Models., , , and . J. Mach. Learn. Res., (2006)Efficient Computation of Gapped Substring Kernels on Large Alphabets., and . J. Mach. Learn. Res., (2005)