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Suzanna Parkinson

Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay

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Feb 21, 2025
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Depth Separation in Norm-Bounded Infinite-Width Neural Networks

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Feb 13, 2024
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Linear Neural Network Layers Promote Learning Single- and Multiple-Index Models

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May 24, 2023
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