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04/28/2023
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs
As foundation models continue to exponentially scale in size, efficient ...
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03/22/2021
Server Averaging for Federated Learning
Federated learning allows distributed devices to collectively train a mo...
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09/17/2020
Distilled One-Shot Federated Learning
Current federated learning algorithms take tens of communication rounds ...
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11/15/2019
