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Rajiv Mathews

Learning from straggler clients in federated learning

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Mar 14, 2024
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Unintended Memorization in Large ASR Models, and How to Mitigate It

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Oct 18, 2023
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Heterogeneous Federated Learning Using Knowledge Codistillation

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Oct 04, 2023
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The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning

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Sep 29, 2023
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Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints

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Oct 04, 2022
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Large vocabulary speech recognition for languages of Africa: multilingual modeling and self-supervised learning

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Aug 05, 2022
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UserLibri: A Dataset for ASR Personalization Using Only Text

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Jul 02, 2022
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Mixed Federated Learning: Joint Decentralized and Centralized Learning

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May 26, 2022
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Online Model Compression for Federated Learning with Large Models

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May 06, 2022
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Detecting Unintended Memorization in Language-Model-Fused ASR

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Apr 20, 2022
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