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Michael Murray

Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension

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May 23, 2024
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Benign overfitting in leaky ReLU networks with moderate input dimension

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Mar 11, 2024
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Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?

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Jun 16, 2023
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Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape

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May 31, 2023
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Characterizing the Spectrum of the NTK via a Power Series Expansion

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Nov 15, 2022
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Activation function design for deep networks: linearity and effective initialisation

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May 17, 2021
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The Permuted Striped Block Model and its Factorization -- Algorithms with Recovery Guarantees

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Apr 10, 2020
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Vision-and-Dialog Navigation

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Jul 19, 2019
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Towards an understanding of CNNs: analysing the recovery of activation pathways via Deep Convolutional Sparse Coding

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Jun 26, 2018
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