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Amirhossein Reisizadeh

Robust Decentralized Learning with Local Updates and Gradient Tracking

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May 02, 2024
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EM for Mixture of Linear Regression with Clustered Data

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Aug 22, 2023
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Variance-reduced Clipping for Non-convex Optimization

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Mar 02, 2023
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Gradient Descent for Low-Rank Functions

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Jun 16, 2022
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An Optimal Transport Approach to Personalized Federated Learning

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Jun 06, 2022
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Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity

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Dec 28, 2020
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Robust Federated Learning: The Case of Affine Distribution Shifts

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Jun 16, 2020
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FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization

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Oct 12, 2019
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Robust and Communication-Efficient Collaborative Learning

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Jul 24, 2019
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CodedReduce: A Fast and Robust Framework for Gradient Aggregation in Distributed Learning

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Feb 06, 2019
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