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Tsachy Weissman

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Communication-Efficient Federated Learning through Importance Sampling

Jun 25, 2023
Berivan Isik, Francesco Pase, Deniz Gunduz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi

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Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation

Jun 08, 2023
Berivan Isik, Wei-Ning Chen, Ayfer Ozgur, Tsachy Weissman, Albert No

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PIM: Video Coding using Perceptual Importance Maps

Dec 20, 2022
Evgenya Pergament, Pulkit Tandon, Oren Rippel, Lubomir Bourdev, Alexander G. Anderson, Bruno Olshausen, Tsachy Weissman, Sachin Katti, Kedar Tatwawadi

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Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions

Nov 05, 2022
Wei Zhang, Yanjun Han, Zhengyuan Zhou, Aaron Flores, Tsachy Weissman

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Sparse Random Networks for Communication-Efficient Federated Learning

Sep 30, 2022
Berivan Isik, Francesco Pase, Deniz Gunduz, Tsachy Weissman, Michele Zorzi

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An Interactive Annotation Tool for Perceptual Video Compression

May 08, 2022
Evgenya Pergament, Pulkit Tandon, Kedar Tatwawadi, Oren Rippel, Lubomir Bourdev, Bruno Olshausen, Tsachy Weissman, Sachin Katti, Alexander G. Anderson

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Learning under Storage and Privacy Constraints

Feb 07, 2022
Berivan Isik, Tsachy Weissman

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Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text

Jun 26, 2021
Pulkit Tandon, Shubham Chandak, Pat Pataranutaporn, Yimeng Liu, Anesu M. Mapuranga, Pattie Maes, Tsachy Weissman, Misha Sra

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Successive Pruning for Model Compression via Rate Distortion Theory

Feb 16, 2021
Berivan Isik, Albert No, Tsachy Weissman

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