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Foundations of Machine Learning

, , and . Adaptive Computation and Machine Learning MIT Press, Cambridge, MA, 2 edition, (2018)

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Margin-Based Ranking Meets Boosting in the Middle., , , and . COLT, volume 3559 of Lecture Notes in Computer Science, page 63-78. Springer, (2005)New Analysis and Algorithm for Learning with Drifting Distributions., and . ALT, volume 7568 of Lecture Notes in Computer Science, page 124-138. Springer, (2012)Domain Adaptation in Regression., and . ALT, volume 6925 of Lecture Notes in Computer Science, page 308-323. Springer, (2011)Algorithms for Learning Kernels Based on Centered Alignment., , and . J. Mach. Learn. Res., (2012)SCAFFOLD: Stochastic Controlled Averaging for On-Device Federated Learning., , , , , and . CoRR, (2019)A Comparison of Classifiers for Detecting Emotion from Speech., and . ICASSP (1), page 341-344. IEEE, (2005)On-Line Learning Algorithms for Path Experts with Non-Additive Losses., , , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 424-447. JMLR.org, (2015)Learning Theory and Algorithms for revenue optimization in second price auctions with reserve., and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 262-270. JMLR.org, (2014)Structural Maxent Models., , , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 391-399. JMLR.org, (2015)On the Impact of Kernel Approximation on Learning Accuracy., , and . AISTATS, volume 9 of JMLR Proceedings, page 113-120. JMLR.org, (2010)