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Streaming Complexity of SVMs

Jul 07, 2020
Alexandr Andoni, Collin Burns, Yi Li, Sepideh Mahabadi, David P. Woodruff

* APPROX 2020 

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Approximate Nearest Neighbor Search in High Dimensions

Jun 26, 2018
Alexandr Andoni, Piotr Indyk, Ilya Razenshteyn

* 27 pages, no figures; to appear in the proceedings of ICM 2018 (accompanying the talk by P. Indyk) 

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Subspace Embedding and Linear Regression with Orlicz Norm

Jun 17, 2018
Alexandr Andoni, Chengyu Lin, Ying Sheng, Peilin Zhong, Ruiqi Zhong

* ICML 2018 

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Approximate Near Neighbors for General Symmetric Norms

Jul 24, 2017
Alexandr Andoni, Huy L. Nguyen, Aleksandar Nikolov, Ilya Razenshteyn, Erik Waingarten

* 27 pages, 1 figure 

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A Differential Equations Approach to Optimizing Regret Trade-offs

May 07, 2013
Alexandr Andoni, Rina Panigrahy


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