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Sara van de Geer

AdaBoost and robust one-bit compressed sensing

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May 10, 2021
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Minimum $\ell_1-$norm interpolation via basis pursuit is robust to errors

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Dec 01, 2020
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Oracle inequalities for image denoising with total variation regularization

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Dec 14, 2019
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A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks

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Aug 03, 2018
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Asymptotic Confidence Regions for High-dimensional Structured Sparsity

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Jun 28, 2017
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High-dimensional additive modeling

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Nov 18, 2009
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Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling

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Mar 13, 2009
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Taking Advantage of Sparsity in Multi-Task Learning

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Mar 09, 2009
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