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Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering

Jul 05, 2021
Shyam Narayanan, Sandeep Silwal, Piotr Indyk, Or Zamir

* 25 pages. Published as a conference paper in ICML 2021 

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Adversarial Robustness of Streaming Algorithms through Importance Sampling

Jun 28, 2021
Vladimir Braverman, Avinatan Hassidim, Yossi Matias, Mariano Schain, Sandeep Silwal, Samson Zhou

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Learning-based Support Estimation in Sublinear Time

Jun 15, 2021
Talya Eden, Piotr Indyk, Shyam Narayanan, Ronitt Rubinfeld, Sandeep Silwal, Tal Wagner

* 17 pages. Published as a conference paper in ICLR 2021 

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Using Dimensionality Reduction to Optimize t-SNE

Dec 02, 2019
Rikhav Shah, Sandeep Silwal

* 11th Annual Workshop on Optimization for Machine Learning (OPT2019 ) 

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Testing Properties of Multiple Distributions with Few Samples

Nov 17, 2019
Maryam Aliakbarpour, Sandeep Silwal

* ITCS 2020 

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