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Lifelong Learning in Costly Feature Spaces.

, , and . ALT, volume 76 of Proceedings of Machine Learning Research, page 250-287. PMLR, (2017)

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Communication Efficient Distributed Agnostic Boosting., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1299-1307. JMLR.org, (2016)Distributed Learning, Communication Complexity and Privacy., , , and . COLT, volume 23 of JMLR Proceedings, page 26.1-26.22. JMLR.org, (2012)A Theory of Loss-Leaders: Making Money by Pricing Below Cost., , , and . WINE, volume 4858 of Lecture Notes in Computer Science, page 293-299. Springer, (2007)Efficient Representations for Lifelong Learning and Autoencoding., , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 191-210. JMLR.org, (2015)k-Center Clustering Under Perturbation Resilience., , and . ICALP, volume 55 of LIPIcs, page 68:1-68:14. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2016)Local algorithms for interactive clustering., , and . CoRR, (2013)On the geometry of output-code multi-class learning., , and . CoRR, (2015)Testing Matrix Rank, Optimally., , , and . CoRR, (2018)Learning piecewise Lipschitz functions in changing environments., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3567-3577. PMLR, (2020)Geometry-Aware Gradient Algorithms for Neural Architecture Search., , , and . CoRR, (2020)