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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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Multiple Source Adaptation and the Renyi Divergence, , and . CoRR, (2012)Generalization Bounds for Learning Kernels., , and . ICML, page 247-254. Omnipress, (2010)Churn Reduction via Distillation., , , , and . CoRR, (2021)Balancing traffic load in wireless networks with curveball routing., , , , and . MobiHoc, page 170-179. ACM, (2007)Where to Sell: Simulating Auctions From Learning Algorithms., , , and . EC, page 597-598. ACM, (2016)Learning Non-Linear Combinations of Kernels., , and . NIPS, page 396-404. Curran Associates, Inc., (2009)Repeated Contextual Auctions with Strategic Buyers., , and . NIPS, page 622-630. (2014)A Survey of Modern Questions and Challenges in Feature Extraction., , and . FE@NIPS, volume 44 of JMLR Workshop and Conference Proceedings, page 1-18. JMLR.org, (2015)Multi-Class Classification with Maximum Margin Multiple Kernel., , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 46-54. JMLR.org, (2013)SysML: The New Frontier of Machine Learning Systems., , , , , , , , , and 56 other author(s). CoRR, (2019)