A general theory for nonlinear sufficient dimension reduction: Formulation and estimation

2 April 2013

Papers citing "A general theory for nonlinear sufficient dimension reduction: Formulation and estimation"

5 / 5 papers shown

Title
Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces Anthony Nouy Alexandre Pasco 42 0 0 03 May 2025
Deep Sufficient Representation Learning via Mutual Information Siming Zheng Yuanyuan Lin Jian Huang SSL DRL 47 0 0 21 Jul 2022
Dimension Reduction for Fréchet Regression Q. Zhang Lingzhou Xue Bing Li 29 12 0 01 Oct 2021
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects Yao Zhang Jeroen Berrevoets M. Schaar CML 36 5 0 06 Aug 2021
An RKHS formulation of the inverse regression dimension-reduction problem T. Hsing Haobo Ren 68 53 0 01 Apr 2009