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Ahmed Khaled

The Road Less Scheduled

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May 24, 2024
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Directional Smoothness and Gradient Methods: Convergence and Adaptivity

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Mar 06, 2024
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Tuning-Free Stochastic Optimization

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Feb 12, 2024
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Dynamic Electro-Optic Analog Memory for Neuromorphic Photonic Computing

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Jan 29, 2024
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DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method

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May 25, 2023
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Faster federated optimization under second-order similarity

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Sep 06, 2022
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Federated Optimization Algorithms with Random Reshuffling and Gradient Compression

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Jun 14, 2022
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FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning

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Nov 22, 2021
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Proximal and Federated Random Reshuffling

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Feb 12, 2021
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Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth Optimization

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Jun 20, 2020
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