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Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation

4 March 2019

Billy Fang

Adityanand Guntuboyina

B. Sen

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Papers citing "Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation"

23 / 23 papers shown

Title
Highly Adaptive Ridge Alejandro Schuler Alexander Hagemeister Mark van der Laan 236 0 0 03 Oct 2024
Estimating conditional hazard functions and densities with the highly-adaptive lasso Anders Munch Thomas A. Gerds Mark J. van der Laan H. Rytgaard 39 2 0 17 Apr 2024
Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps Zhaoyang Shi Krishnakumar Balasubramanian W. Polonik 81 1 0 22 Feb 2024
Adaptive approximation of monotone functions Pierre Gaillard Sébastien Gerchinovitz Étienne de Montbrun 43 1 0 14 Sep 2023
Adaptive debiased machine learning using data-driven model selection techniques L. Laan M. Carone Alexander Luedtke Mark van der Laan 74 9 0 24 Jul 2023
Lassoed Tree Boosting Alejandro Schuler Yi Li Mark van der Laan 114 3 0 22 May 2022
Spatially Adaptive Online Prediction of Piecewise Regular Functions S. Chatterjee Subhajit Goswami OffRL 68 1 0 30 Mar 2022
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions Q. Han 65 3 0 20 Jan 2022
A Cross Validation Framework for Signal Denoising with Applications to Trend Filtering, Dyadic CART and Beyond A. Chaudhuri S. Chatterjee 41 4 0 07 Jan 2022
Multivariate Trend Filtering for Lattice Data Veeranjaneyulu Sadhanala Yu Wang Addison J. Hu Robert Tibshirani 53 7 0 29 Dec 2021
A Variational View on Statistical Multiscale Estimation Markus Haltmeier Housen Li Axel Munk 62 4 0 10 Jun 2021
Tensor denoising with trend filtering Francesco Ortelli Sara van de Geer 72 5 0 26 Jan 2021
Sequential causal inference in a single world of connected units Aurélien F. Bibaut M. Petersen N. Vlassis Maria Dimakopoulou Mark van der Laan CML OffRL 74 10 0 18 Jan 2021
Optimal Rates for Estimation of Two-Dimensional Totally Positive Distributions Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 30 3 0 13 Jun 2020
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits Aurélien F. Bibaut Antoine Chambaz Mark van der Laan OffRL 111 3 0 05 Mar 2020
Logistic regression with total variation regularization Sara van de Geer 54 6 0 05 Mar 2020
Confidence intervals for multiple isotonic regression and other monotone models Hang Deng Q. Han Cun-Hui Zhang 61 15 0 20 Jan 2020
Adaptive Rates for Total Variation Image Denoising Francesco Ortelli Sara van de Geer 78 6 0 17 Nov 2019
Fast rates for empirical risk minimization over càdlàg functions with bounded sectional variation norm Aurélien F. Bibaut Mark van der Laan 55 5 0 22 Jul 2019
Estimation of Monge Matrices Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 48 9 0 05 Apr 2019
New Risk Bounds for 2D Total Variation Denoising S. Chatterjee Subhajit Goswami 83 21 0 04 Feb 2019
Frame-constrained Total Variation Regularization for White Noise Regression Miguel del Álamo Ruiz Housen Li Axel Munk 75 13 0 05 Jul 2018
Bracketing numbers of convex and $m$ -monotone functions on polytopes Charles R. Doss 40 1 0 29 May 2015