On consistency and sparsity for sliced inverse regression in high
dimensions

v1v2 (latest)

On consistency and sparsity for sliced inverse regression in high dimensions

14 July 2015

ArXiv (abs)PDF HTML

Papers citing "On consistency and sparsity for sliced inverse regression in high dimensions"

15 / 15 papers shown

Title
Golden Ratio-Based Sufficient Dimension Reduction Wenjing Yang Yuhong Yang 87 0 0 25 Oct 2024
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional Regression Ricardo Baptista Eliza O'Reilly Yangxinyu Xie 94 2 0 13 Jul 2024
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm Xintao Xia Linjun Zhang Zhanrui Cai 80 0 0 16 Jan 2024
Functional Slicing-free Inverse Regression via Martingale Difference Divergence Operator Songtao Tian Zixiong Yu Rui Chen 45 1 0 24 Jul 2023
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network Siqi Liang Y. Sun F. Liang BDL 71 11 0 09 Oct 2022
Convergence guarantee for the sparse monotone single index model Ran Dai Hyebin Song Rina Foygel Barber Garvesh Raskutti 63 3 0 17 May 2021
High-dimensional Index Volatility Models via Stein's Identity Sen Na Mladen Kolar 60 12 0 27 Nov 2018
High-dimensional Varying Index Coefficient Models via Stein's Identity Sen Na Zhuoran Yang Zhaoran Wang Mladen Kolar 80 22 0 16 Oct 2018
A convex formulation for high-dimensional sparse sliced inverse regression Kean Ming Tan Zhaoran Wang Tong Zhang Han Liu R. Cook 44 38 0 17 Sep 2018
Global testing under the sparse alternatives for single index models Q. Lin Zhigen Zhao Jun S. Liu 27 0 0 04 May 2018
Misspecified Nonconvex Statistical Optimization for Phase Retrieval Zhuoran Yang Lin F. Yang Ethan X. Fang T. Zhao Zhaoran Wang Matey Neykov 50 15 0 18 Dec 2017
On Stein's Identity and Near-Optimal Estimation in High-dimensional Index Models Zhuoran Yang Krishnakumar Balasubramanian Han Liu 61 15 0 26 Sep 2017
Sparse Sliced Inverse Regression Via Lasso Q. Lin Zhigen Zhao Jun S. Liu 141 84 0 21 Nov 2016
Interpretable sparse SIR for functional data Victor Picheny Rémi Servien N. Villa-Vialaneix 19 15 0 02 Jun 2016
Optimal Estimation of Slope Vector in High-dimensional Linear Transformation Model X. Tan 28 1 0 24 Apr 2016