Publications associées à Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising

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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

Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising

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Learning Proximal Operators with Gaussian Processes

Smoothing Alternating Direction Methods for Fully Nonsmooth Constrained Convex Optimization

Optimized Wavelet Denoising for Self-Similar alpha-Stable Processes

Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression

A Functional Framework for Enhanced Ultrasound Imaging

MMSE Denoising of Sparse and Non-Gaussian AR(1) Processes

Scampi: a robust approximate message-passing framework for compressive imaging

200 km Fiber-Loop Conventional Brillouin Distributed Sensor with 2m Spatial Resolution Using Image Denoising

‪Stochastic Control-A Moment Approach to Sparse Control Design‬

Estimation Error of the Constrained Lasso

MMSE Denoising of Sparse and Non-Gaussian AR(1) Processes

Smoothing Alternating Direction Methods for Fully Nonsmooth Constrained Convex Optimization

A Functional Framework for Enhanced Ultrasound Imaging

Estimation Error of the Constrained Lasso

‪Stochastic Control-A Moment Approach to Sparse Control Design‬

Scampi: a robust approximate message-passing framework for compressive imaging

Learning Proximal Operators with Gaussian Processes

Optimized Wavelet Denoising for Self-Similar alpha-Stable Processes

Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression

200 km Fiber-Loop Conventional Brillouin Distributed Sensor with 2m Spatial Resolution Using Image Denoising