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Greg Ongie

Depth Separation in Norm-Bounded Infinite-Width Neural Networks

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Feb 13, 2024
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How do Minimum-Norm Shallow Denoisers Look in Function Space?

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Nov 12, 2023
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The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks

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Jun 30, 2023
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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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The Role of Linear Layers in Nonlinear Interpolating Networks

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Feb 02, 2022
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A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case

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Oct 03, 2019
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Neumann Networks for Inverse Problems in Imaging

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Jan 13, 2019
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Tensor Methods for Nonlinear Matrix Completion

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Apr 26, 2018
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Algebraic Variety Models for High-Rank Matrix Completion

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Mar 28, 2017
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Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples

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Apr 21, 2016
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