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Suhas Diggavi

Quantizing data for distributed learning

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Dec 14, 2020
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Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs

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Aug 17, 2020
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Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data

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Jun 22, 2020
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Successive Refinement of Privacy

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May 24, 2020
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Byzantine-Resilient SGD in High Dimensions on Heterogeneous Data

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May 16, 2020
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SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization

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May 13, 2020
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On Distributed Quantization for Classification

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Nov 01, 2019
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SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization

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Oct 31, 2019
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Data Encoding for Byzantine-Resilient Distributed Optimization

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Jul 05, 2019
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Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations

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Jun 06, 2019
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