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Yingzhen Yang

Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression: A Distribution-Free Analysis

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Nov 05, 2024
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Locally Regularized Sparse Graph by Fast Proximal Gradient Descent

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Sep 25, 2024
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Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation

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Aug 12, 2024
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IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection

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Aug 03, 2024
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Efficient Visual Transformer by Learnable Token Merging

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Jul 21, 2024
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Preconditioned Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression

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Jul 16, 2024
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Low-Rank Graph Contrastive Learning for Node Classification

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Feb 14, 2024
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A Learning-based Declarative Privacy-Preserving Framework for Federated Data Management

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Jan 22, 2024
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Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees

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Nov 03, 2023
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Sharp Generalization of Transductive Learning: A Transductive Local Rademacher Complexity Approach

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Sep 28, 2023
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