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Hongyuan Zhan

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs

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Jun 05, 2024
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Privately Customizing Prefinetuning to Better Match User Data in Federated Learning

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Feb 23, 2023
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FedSynth: Gradient Compression via Synthetic Data in Federated Learning

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Apr 04, 2022
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Papaya: Practical, Private, and Scalable Federated Learning

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Nov 08, 2021
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Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition

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Aug 22, 2021
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Federated Learning with Buffered Asynchronous Aggregation

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Jun 11, 2021
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Evaluating Lottery Tickets Under Distributional Shifts

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Oct 28, 2019
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Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction

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Nov 01, 2018
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