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Huiyuan Wang

Investigating the Impact of Model Complexity in Large Language Models

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Oct 01, 2024
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A Statistical Theory of Regularization-Based Continual Learning

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Jun 10, 2024
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A Statistical Framework of Watermarks for Large Language Models: Pivot, Detection Efficiency and Optimal Rules

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Apr 01, 2024
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Coreset selection can accelerate quantum machine learning models with provable generalization

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Sep 19, 2023
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CARE: Large Precision Matrix Estimation for Compositional Data

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Sep 13, 2023
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Heterogeneous Federated Learning on a Graph

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Sep 19, 2022
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Harmless Overparametrization in Two-layer Neural Networks

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Jun 09, 2021
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