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Anne-Marie Kermarrec

EPFL

Boosting Asynchronous Decentralized Learning with Model Fragmentation

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Oct 16, 2024
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Fair Decentralized Learning

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Oct 03, 2024
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Energy-Aware Decentralized Learning with Intermittent Model Training

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Jul 01, 2024
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Harnessing Increased Client Participation with Cohort-Parallel Federated Learning

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May 24, 2024
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Secure Aggregation Meets Sparsification in Decentralized Learning

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May 14, 2024
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Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes

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Apr 15, 2024
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Low-Cost Privacy-Aware Decentralized Learning

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Mar 18, 2024
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Fairness Auditing with Multi-Agent Collaboration

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Feb 13, 2024
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Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

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Oct 03, 2023
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Get More for Less in Decentralized Learning Systems

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Jun 07, 2023
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