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Michael Mitzenmacher

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Harvard University

SkipPredict: When to Invest in Predictions for Scheduling

Feb 05, 2024
Rana Shahout, Michael Mitzenmacher

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Optimal and Near-Optimal Adaptive Vector Quantization

Feb 05, 2024
Ran Ben-Basat, Yaniv Ben-Itzhak, Michael Mitzenmacher, Shay Vargaftik

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THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression

Feb 16, 2023
Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Xinran Tang, Michael Mitzenmacher, Minlan Yu

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Proteus: A Self-Designing Range Filter

Jun 30, 2022
Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher

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QUIC-FL: Quick Unbiased Compression for Federated Learning

May 28, 2022
Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher

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Tabula: Efficiently Computing Nonlinear Activation Functions for Secure Neural Network Inference

Mar 05, 2022
Maximilian Lam, Michael Mitzenmacher, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks

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Communication-Efficient Federated Learning via Robust Distributed Mean Estimation

Aug 19, 2021
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

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Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix

Jun 10, 2021
Maximilian Lam, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi, Michael Mitzenmacher

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DRIVE: One-bit Distributed Mean Estimation

Jun 02, 2021
Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

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