Dimension Reduction for Fréchet Regression

1 October 2021

Papers citing "Dimension Reduction for Fréchet Regression"

17 / 17 papers shown

Title
Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution Regression Q. Zhang Bing Li Lingzhou Xue 59 12 0 11 Jul 2022
Single Index Fréchet Regression S. Bhattacharjee Hans-Georg Müller 20 18 0 11 Aug 2021
Fréchet Sufficient Dimension Reduction for Random Objects Chao Ying Zhou Yu 97 15 0 01 Jul 2020
Convergence and Concentration of Empirical Measures under Wasserstein Distance in Unbounded Functional Spaces Jing Lei 31 119 0 27 Apr 2018
Fréchet Analysis Of Variance For Random Objects Paromita Dubey Hans-Georg Müller 23 79 0 08 Oct 2017
Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors Wei Luo Lingzhou Xue Jiawei Yao Xiufan Yu AI4TS 50 15 0 01 May 2017
Functional data analysis for density functions by transformation to a Hilbert space Alexander Petersen Hans-Georg Müller 15 174 0 12 Jan 2016
Sufficient Forecasting Using Factor Models Jianqing Fan Lingzhou Xue Jiawei Yao AI4TS 55 77 0 27 May 2015
Geodesic Exponential Kernels: When Curvature and Linearity Conflict Aasa Feragen F. Lauze Søren Hauberg BDL 31 144 0 02 Nov 2014
On the rate of convergence in Wasserstein distance of the empirical measure N. Fournier Arnaud Guillin 75 1,138 0 07 Dec 2013
A general theory for nonlinear sufficient dimension reduction: Formulation and estimation Kuang‐Yao Lee Bing Li Francesca Chiaromonte 74 88 0 02 Apr 2013
Equivalence of distance-based and RKHS-based statistics in hypothesis testing Dino Sejdinovic Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu 101 681 0 25 Jul 2012
Sufficient dimension reduction based on an ensemble of minimum average variance estimators Xiangrong Yin Bing Li 29 76 0 15 Mar 2012
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 126 526 0 03 Mar 2010
On dimension folding of matrix- or array-valued statistical objects Bing Li Min Kyung Kim N. Altman 80 117 0 25 Feb 2010
An RKHS formulation of the inverse regression dimension-reduction problem T. Hsing Haobo Ren 76 53 0 01 Apr 2009
On surrogate dimension reduction for measurement error regression: An invariance law Bing Li Xiangrong Yin 77 20 0 06 Dec 2007