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Puqian Wang

Robustly Learning Single-Index Models via Alignment Sharpness

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Feb 27, 2024
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Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise

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Jul 13, 2023
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Information-Computation Tradeoffs for Learning Margin Halfspaces with Random Classification Noise

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Jun 28, 2023
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Robustly Learning a Single Neuron via Sharpness

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Jun 13, 2023
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Potential Function-based Framework for Making the Gradients Small in Convex and Min-Max Optimization

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Jan 28, 2021
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