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Rong Ge

Clemson University

Reassessing How to Compare and Improve the Calibration of Machine Learning Models

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Jun 06, 2024
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How Does Gradient Descent Learn Features -- A Local Analysis for Regularized Two-Layer Neural Networks

Jun 03, 2024
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Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing

Mar 12, 2024
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Linear Transformers are Versatile In-Context Learners

Feb 21, 2024
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Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input

Feb 14, 2024
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For Better or For Worse? Learning Minimum Variance Features With Label Augmentation

Feb 10, 2024
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Transfer-Learning-Based Autotuning Using Gaussian Copula

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Jan 09, 2024
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FULL-W2V: Fully Exploiting Data Reuse for W2V on GPU-Accelerated Systems

Dec 12, 2023
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The Role of Linguistic Priors in Measuring Compositional Generalization of Vision-Language Models

Oct 04, 2023
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A Uniform Confidence Phenomenon in Deep Learning and its Implications for Calibration

Jun 01, 2023
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