New Risk Bounds for 2D Total Variation Denoising

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New Risk Bounds for 2D Total Variation Denoising

4 February 2019

Subhajit Goswami

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Papers citing "New Risk Bounds for 2D Total Variation Denoising"

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Title
Risk Bounds For Distributional Regression Carlos Misael Madrid Padilla Oscar Hernan Madrid Padilla S. Chatterjee 91 0 0 14 May 2025
Variance estimation in graphs with the fused lasso Oscar Hernan Madrid Padilla 138 5 0 26 Jul 2022
Spatially Adaptive Online Prediction of Piecewise Regular Functions S. Chatterjee Subhajit Goswami OffRL 60 1 0 30 Mar 2022
Multivariate Trend Filtering for Lattice Data Veeranjaneyulu Sadhanala Yu Wang Addison J. Hu Robert Tibshirani 53 7 0 29 Dec 2021
Tensor denoising with trend filtering Francesco Ortelli Sara van de Geer 61 5 0 26 Jan 2021
Risk Bounds for Quantile Trend Filtering Oscar Hernan Madrid Padilla S. Chatterjee 48 22 0 15 Jul 2020
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees S. Chatterjee Subhajit Goswami 103 18 0 26 Nov 2019
Robust high dimensional learning for Lipschitz and convex losses Geoffrey Chinot Guillaume Lecué M. Lerasle 53 18 0 10 May 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 75 32 0 04 Mar 2019
Oracle inequalities for square root analysis estimators with application to total variation penalties Francesco Ortelli Sara van de Geer 36 6 0 28 Feb 2019