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On Lloyd's Algorithm: New Theoretical Insights for Clustering in Practice.

, and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1280-1289. JMLR.org, (2016)

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Efficient Algorithms for General Active Learning.. COLT, volume 4005 of Lecture Notes in Computer Science, page 650-652. Springer, (2006)Differentially-Private Learning of Low Dimensional Manifolds., , , and . ALT, volume 8139 of Lecture Notes in Computer Science, page 249-263. Springer, (2013)Resource Allocation Using Sequential Auctions., , , and . Agent Mediated Electronic Commerce (IJCAI Workshop), volume 1788 of Lecture Notes in Computer Science, page 131-152. Springer, (1999)Online Clustering with Experts., and . AISTATS, volume 22 of JMLR Proceedings, page 227-235. JMLR.org, (2012)Privacy-preserving logistic regression., and . NIPS, page 289-296. Curran Associates, Inc., (2008)Streaming k-means approximation., , and . NIPS, page 10-18. Curran Associates, Inc., (2009)Differentially-private learning of low dimensional manifolds., , , and . Theor. Comput. Sci., (2016)A Semi-Supervised Learning Approach to Differential Privacy., , and . ICDM Workshops, page 841-848. IEEE Computer Society, (2013)Analysis of Perceptron-Based Active Learning., , and . COLT, volume 3559 of Lecture Notes in Computer Science, page 249-263. Springer, (2005)Research Challenges in Financial Data Modeling and Analysis., , , , and . Big Data, 5 (3): 177-188 (2017)