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Saurav Prakash

Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training

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Jun 21, 2024
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ATP: Enabling Fast LLM Serving via Attention on Top Principal Keys

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Mar 01, 2024
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All Rivers Run to the Sea: Private Learning with Asymmetric Flows

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Dec 05, 2023
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Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls

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Aug 14, 2023
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Machine Unlearning of Federated Clusters

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Oct 28, 2022
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Federated Learning of Large Models at the Edge via Principal Sub-Model Training

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Aug 28, 2022
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Federated Sparse Training: Lottery Aware Model Compression for Resource Constrained Edge

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Aug 27, 2022
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Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks

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Nov 12, 2020
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Coded Computing for Federated Learning at the Edge

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Jul 14, 2020
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Coded Federated Learning

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Feb 21, 2020
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