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Suhas Diggavi

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On Distributed Quantization for Classification

Nov 01, 2019
Osama A. Hanna, Yahya H. Ezzeldin, Tara Sadjadpour, Christina Fragouli, Suhas Diggavi

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SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization

Oct 31, 2019
Navjot Singh, Deepesh Data, Jemin George, Suhas Diggavi

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Data Encoding for Byzantine-Resilient Distributed Optimization

Jul 05, 2019
Deepesh Data, Linqi Song, Suhas Diggavi

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Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations

Jun 06, 2019
Debraj Basu, Deepesh Data, Can Karakus, Suhas Diggavi

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Differentially Private Consensus-Based Distributed Optimization

Mar 19, 2019
Mehrdad Showkatbakhsh, Can Karakus, Suhas Diggavi

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Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise

Feb 13, 2019
Mehrdad Showkatbakhsh, Can Karakus, Suhas Diggavi

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Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning

Mar 14, 2018
Can Karakus, Yifan Sun, Suhas Diggavi, Wotao Yin

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Straggler Mitigation in Distributed Optimization Through Data Encoding

Jan 22, 2018
Can Karakus, Yifan Sun, Suhas Diggavi, Wotao Yin

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Approximate Nearest Neighbor Search through Comparisons

Sep 11, 2009
Dominique Tschopp, Suhas Diggavi

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