Publications associées à Ridge regression

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Estimation Error of the Constrained Lasso

Volkan Cevher, Yen-Huan Li, Ya-Ping Hsieh, Nissim Zerbib

This paper presents a non-asymptotic upper bound for the estimation error of the constrained lasso, under the high-dimensional (

n \ll p

) setting. In contrast to existing results, the error bound in this paper is sharp, is valid when the parameter to be e ...

2016

Ridge regression

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Uncertainty quantification in unfolding elementary particle spectra at the Large Hadron Collider

Modeling, Regression and Optimization

Predicting Individual Scores From Resting State fMRI Using Partial Least Squares Regression

Estimation Error of the Constrained Lasso

Seismic Simultaneous Source Separation via Patchwise Sparse Representation

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data

Characterization of the Solution of Linear Inverse Problems with Generalized TV Regularization

Joint absorption and phase retrieval in grating-based x-ray radiography

Source Localization on Graphs via l1 Recovery and Spectral Graph Theory

Stability Analysis of Discontinuous Galerkin Approximations to the Elastodynamics Problem

Modeling, Regression and Optimization

Uncertainty quantification in unfolding elementary particle spectra at the Large Hadron Collider

Predicting Individual Scores From Resting State fMRI Using Partial Least Squares Regression

Characterization of the Solution of Linear Inverse Problems with Generalized TV Regularization

Stability Analysis of Discontinuous Galerkin Approximations to the Elastodynamics Problem

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data

Estimation Error of the Constrained Lasso

Joint absorption and phase retrieval in grating-based x-ray radiography

Seismic Simultaneous Source Separation via Patchwise Sparse Representation

Source Localization on Graphs via l1 Recovery and Spectral Graph Theory