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Anne-Marie Kermarrec

EPFL

Accelerating MoE Model Inference with Expert Sharding

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Mar 11, 2025
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Leveraging Approximate Caching for Faster Retrieval-Augmented Generation

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Mar 07, 2025
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Efficient Federated Search for Retrieval-Augmented Generation

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Feb 26, 2025
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Revisiting Ensembling in One-Shot Federated Learning

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Nov 11, 2024
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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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