Isotonic Regression in Multi-Dimensional Spaces and Graphs

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Isotonic Regression in Multi-Dimensional Spaces and Graphs

21 December 2018

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Papers citing "Isotonic Regression in Multi-Dimensional Spaces and Graphs"

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Title
Efficient estimation of partially linear additive Cox models and variance estimation under shape restrictions Junjun Lang Yukun Liu Jing Qin 60 0 0 09 Jul 2024
Optimal Confidence Bands for Shape-restricted Regression in Multidimensions Ashley Datta Datta Somabha Mukherjee Bodhisattva Sen 75 0 0 23 Jan 2024
Monotone Cubic B-Splines with a Neural-Network Generator Lijun Wang Xiaodan Fan Hua-bai Li Jun S. Liu 90 2 0 04 Jul 2023
Bayesian Inference for Multivariate Monotone Densities Kang-Kang Wang S. Ghosal 53 1 0 08 Jun 2023
Isotonic subgroup selection Manuel M. Muller Henry W. J. Reeve T. Cannings R. Samworth 99 5 0 08 May 2023
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 123 3 0 01 May 2023
Posterior Contraction and Testing for Multivariate Isotonic Regression Kang-Kang Wang S. Ghosal 67 4 0 22 Nov 2022
Coverage of Credible Intervals in Bayesian Multivariate Isotonic Regression Kangkang Wang S. Ghosal 87 7 0 22 Nov 2022
Spatially Adaptive Online Prediction of Piecewise Regular Functions S. Chatterjee Subhajit Goswami OffRL 68 1 0 30 Mar 2022
Handling Hard Affine SDP Shape Constraints in RKHSs Pierre-Cyril Aubin-Frankowski Z. Szabó 45 7 0 05 Jan 2021
Isotonic regression with unknown permutations: Statistics, computation, and adaptation A. Pananjady R. Samworth 48 25 0 05 Sep 2020
Least Squares Estimation of a Quasiconvex Regression Function Somabha Mukherjee Rohit Patra Andrew L. Johnson Hiroshi Morita 114 3 0 09 Mar 2020
Confidence intervals for multiple isotonic regression and other monotone models Hang Deng Q. Han Cun-Hui Zhang 76 15 0 20 Jan 2020
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees S. Chatterjee Subhajit Goswami 125 18 0 26 Nov 2019
Limit distribution theory for block estimators in multiple isotonic regression Q. Han Cun-Hui Zhang 86 13 0 30 May 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 94 32 0 04 Mar 2019
Adaptation in multivariate log-concave density estimation Oliver Y. Feng Adityanand Guntuboyina Arlene K. H. Kim R. Samworth 85 13 0 30 Dec 2018
Frame-constrained Total Variation Regularization for White Noise Regression Miguel del Álamo Ruiz Housen Li Axel Munk 83 13 0 05 Jul 2018
$On Integrated $L^{1}$ Convergence Rate of an Isotonic Regression Estimator for Multivariate Observations$ On Integrated $L^{1}$ Convergence Rate of an Isotonic Regression Estimator for Multivariate Observations K. Fokianos Anne Leucht Michael H. Neumann 103 14 0 13 Oct 2017