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Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem.

, , , , and . COLT, volume 23 of JMLR Proceedings, page 2.1-2.17. JMLR.org, (2012)

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Streaming Quantiles Algorithms with Small Space and Update Time., , , , and . Sensors, 22 (24): 9612 (2022)Stratified Sampling Meets Machine Learning., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 2320-2329. JMLR.org, (2016)Online with Spectral Bounds., and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 1129-1140. JMLR.org, (2015)Improved Approximation Algorithms for Bipartite Correlation Clustering., , , and . ESA, volume 6942 of Lecture Notes in Computer Science, page 25-36. Springer, (2011)Simple and deterministic matrix sketching.. KDD, page 581-588. ACM, (2013)Correlation clustering: from theory to practice., , and . KDD, page 1972. ACM, (2014)Optimal Quantile Approximation in Streams., , and . FOCS, page 71-78. IEEE Computer Society, (2016)Simple and Deterministic Matrix Sketching. CoRR, (2012)Efficient Frequent Directions Algorithm for Sparse Matrices., , and . KDD, page 845-854. ACM, (2016)Fast dimension reduction using Rademacher series on dual BCH codes., and . SODA, page 1-9. SIAM, (2008)