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Density Sketches for Sampling and Estimation


Feb 24, 2021
Aditya Desai, Benjamin Coleman, Anshumali Shrivastava


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Bloom Origami Assays: Practical Group Testing


Jul 21, 2020
Louis Abraham, Gary Becigneul, Benjamin Coleman, Bernhard Scholkopf, Anshumali Shrivastava, Alexander Smola

* arXiv admin note: text overlap with arXiv:2005.06413 

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STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge


Jun 25, 2020
Benjamin Coleman, Gaurav Gupta, John Chen, Anshumali Shrivastava


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A One-Pass Private Sketch for Most Machine Learning Tasks


Jun 16, 2020
Benjamin Coleman, Anshumali Shrivastava

* 10 pages, 4 figures 

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Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data


Dec 04, 2019
Benjamin Coleman, Anshumali Shrivastava


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RACE: Sub-Linear Memory Sketches for Approximate Near-Neighbor Search on Streaming Data


Apr 09, 2019
Benjamin Coleman, Anshumali Shrivastava, Richard G. Baraniuk


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