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Charith Peris

Partial Federated Learning

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Mar 03, 2024
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On the steerability of large language models toward data-driven personas

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Nov 08, 2023
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Coordinated Replay Sample Selection for Continual Federated Learning

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Oct 23, 2023
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Holistic Survey of Privacy and Fairness in Machine Learning

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Jul 28, 2023
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Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning

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May 19, 2023
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The Massively Multilingual Natural Language Understanding 2022 (MMNLU-22) Workshop and Competition

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Dec 13, 2022
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Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks

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Oct 11, 2022
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AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model

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Aug 03, 2022
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Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems

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Jun 15, 2022
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Differentially Private Decoding in Large Language Models

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May 26, 2022
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