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Nonparametric Shape-restricted Regression

17 September 2017

Papers citing "Nonparametric Shape-restricted Regression"

38 / 38 papers shown

Title
Optimal Confidence Bands for Shape-restricted Regression in Multidimensions Ashley Datta Datta Somabha Mukherjee Bodhisattva Sen 60 0 0 23 Jan 2024
Improved Convergence Rate of Nested Simulation with LSE on Sieve Ruoxue Liu Liang Ding Wei Cao Lu Zou 18 0 0 18 Oct 2023
Evolving Scientific Discovery by Unifying Data and Background Knowledge with AI Hilbert Ryan Cory-Wright Cristina Cornelio S. Dash Bachir El Khadir L. Horesh 71 10 0 18 Aug 2023
Estimation and inference for minimizer and minimum of convex functions: optimality, adaptivity and uncertainty principles T.Tony Cai Ran Chen Yuancheng Zhu 13 0 0 29 Apr 2023
Positive definite nonparametric regression using an evolutionary algorithm with application to covariance function estimation Myeong K. Kang 44 0 0 25 Apr 2023
Learning linear dynamical systems under convex constraints Hemant Tyagi D. Efimov 23 2 0 27 Mar 2023
Approximation of optimization problems with constraints through kernel Sum-Of-Squares Pierre-Cyril Aubin-Frankowski Alessandro Rudi 43 3 0 16 Jan 2023
Adversarial Sign-Corrupted Isotonic Regression Shamindra Shrotriya Matey Neykov 47 0 0 14 Jul 2022
Honest calibration assessment for binary outcome predictions Timo Dimitriadis L. Duembgen A. Henzi Marius Puke J. Ziegel 355 10 0 08 Mar 2022
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions Q. Han 65 3 0 20 Jan 2022
On the minimax rate of the Gaussian sequence model under bounded convex constraints Matey Neykov 44 10 0 18 Jan 2022
Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands S. Chatterjee Subhabrata Sen OffRL 18 5 0 19 Oct 2021
Piecewise monotone estimation in one-parameter exponential family Takeru Matsuda Yuto Miyatake 69 1 0 30 Aug 2021
Active Learning in Robotics: A Review of Control Principles Annalisa T. Taylor Thomas A. Berrueta Todd Murphey 93 76 0 25 Jun 2021
The HulC: Confidence Regions from Convex Hulls Arun K. Kuchibhotla Sivaraman Balakrishnan Larry A. Wasserman 49 20 0 30 May 2021
Consistent estimation of distribution functions under increasing concave and convex stochastic ordering A. Henzi 38 3 0 07 May 2021
Transport Dependency: Optimal Transport Based Dependency Measures T. Nies Thomas Staudt Axel Munk OT 83 20 0 05 May 2021
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge G. Kronberger F. O. França Bogdan Burlacu C. Haider M. Kommenda 61 47 0 29 Mar 2021
Handling Hard Affine SDP Shape Constraints in RKHSs Pierre-Cyril Aubin-Frankowski Z. Szabó 40 7 0 05 Jan 2021
Correlations with tailored extremal properties Sky Cao Peter J. Bickel 117 32 0 24 Aug 2020
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 199 1 0 17 Aug 2020
Covariance estimation with nonnegative partial correlations Jake A. Soloff Adityanand Guntuboyina Michael I. Jordan 41 10 0 30 Jul 2020
Hard Shape-Constrained Kernel Machines Pierre-Cyril Aubin-Frankowski Z. Szabó 62 22 0 26 May 2020
The Generalized Oaxaca-Blinder Estimator Kevin Guo Guillaume W. Basse 34 39 0 24 Apr 2020
Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective Naoki Nishimura Noriyoshi Sukegawa Yuichi Takano J. Iwanaga 38 1 0 18 Apr 2020
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression Yanglei Song Xiaohui Chen Kengo Kato 72 2 0 20 Mar 2020
Isotonic Distributional Regression A. Henzi J. Ziegel T. Gneiting 126 62 0 09 Sep 2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors Arun K. Kuchibhotla Rohit Patra 71 11 0 04 Sep 2019
Isotonic Regression Discontinuity Designs Andrii Babii Rohit Kumar 27 10 0 15 Aug 2019
The bias of isotonic regression Ran Dai Hyebin Song Rina Foygel Barber Garvesh Raskutti 45 6 0 13 Aug 2019
Efficient Second-Order Shape-Constrained Function Fitting D. Durfee Yu Gao Anup B. Rao Sebastian Wild 15 1 0 06 May 2019
Estimating Piecewise Monotone Signals Kentaro Minami 41 10 0 06 May 2019
Optimal solutions to the isotonic regression problem Alexander I. Jordan A. Muhlemann J. Ziegel 50 13 0 09 Apr 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
Distribution-free properties of isotonic regression Jake A. Soloff Adityanand Guntuboyina J. Pitman 33 5 0 11 Dec 2018
Robustness of shape-restricted regression estimators: an envelope perspective Q. Han J. Wellner 44 9 0 07 May 2018
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 65 67 0 16 Feb 2017
Adaptive confidence sets in shape restricted regression Pierre C. Bellec 13 3 0 21 Jan 2016