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Regularization

5 papers

Papers per year

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Papers

The Star Geometry of Critic-Based Regularizer Learning NIPS 2024
Path following algorithms for $\ell_2$-regularized $M$-estimation with approximation guarantee NIPS 2023
Learning the optimal Tikhonov regularizer for inverse problems NIPS 2021
Regularized Laplacian Estimation and Fast Eigenvector Approximation NIPS 2011
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers NIPS 2009