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Yaniv Ben-Itzhak

Optimal and Near-Optimal Adaptive Vector Quantization

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Feb 05, 2024
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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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DRIVE: One-bit Distributed Mean Estimation

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Jun 02, 2021
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RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods

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Sep 26, 2019
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