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Shay Vargaftik

VMware Research

Lucy: Think and Reason to Solve Text-to-SQL

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Jul 06, 2024
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Beyond Throughput and Compression Ratios: Towards High End-to-end Utility of Gradient Compression

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Jul 01, 2024
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Optimal and Near-Optimal Adaptive Vector Quantization

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Feb 05, 2024
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THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression

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Feb 16, 2023
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$\texttt{DoCoFL}$: Downlink Compression for Cross-Device Federated Learning

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Feb 01, 2023
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ScionFL: Secure Quantized Aggregation for Federated Learning

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Oct 13, 2022
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QUIC-FL: Quick Unbiased Compression for Federated Learning

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May 28, 2022
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Automating In-Network Machine Learning

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May 18, 2022
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IIsy: Practical In-Network Classification

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May 17, 2022
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Communication-Efficient Federated Learning via Robust Distributed Mean Estimation

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Aug 19, 2021
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