On dimension folding of matrix- or array-valued statistical objects

25 February 2010

Papers citing "On dimension folding of matrix- or array-valued statistical objects"

20 / 20 papers shown

Title
Structure-preserving non-linear PCA for matrices Joni Virta A. Artemiou 37 0 0 10 Oct 2023
Sufficient dimension reduction for feature matrices Chanwoo Lee 47 0 0 07 Mar 2023
Nonlinear Sufficient Dimension Reduction for Distribution-on-Distribution Regression Q. Zhang Bing Li Lingzhou Xue 82 12 0 11 Jul 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 91 4 0 11 Jul 2022
Poisson PCA for matrix count data Joni Virta A. Artemiou 52 3 0 27 Oct 2021
Joint Functional Gaussian Graphical Models Ilias Moysidis Bing Li 44 3 0 13 Oct 2021
Dimension Reduction for Fréchet Regression Q. Zhang Lingzhou Xue Bing Li 69 15 0 01 Oct 2021
On sufficient dimension reduction via principal asymmetric least squares Abdul-Nasah Soale Yuexiao Dong 33 5 0 12 Feb 2020
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis Damian Brzyski Xixi Hu J. Goñi B. Ances T. Randolph J. Harezlak 25 1 0 30 Jan 2020
Sparse Tensor Additive Regression Botao Hao Boxiang Wang Pengyuan Wang Jingfei Zhang Jian Yang W. Sun MedIm 73 27 0 31 Mar 2019
Supervised Multiscale Dimension Reduction for Spatial Interaction Networks Shaobo Han David B. Dunson 24 1 0 01 Jan 2019
Generalized Linear Model Regression under Distance-to-set Penalties Jason Xu Eric C. Chi K. Lange 119 36 0 03 Nov 2017
Blind source separation of tensor-valued time series Joni Virta K. Nordhausen AI4TS 31 16 0 30 Mar 2017
A penalized likelihood method for classification with matrix-valued predictors Aaron J. Molstad Adam J. Rothman 68 15 0 23 Sep 2016
Matrix-Variate Regressions and Envelope Models Shanshan Ding R. Dennis Cook 61 64 0 05 May 2016
Scalar-on-Image Regression via the Soft-Thresholded Gaussian Process Jian Kang Brian J. Reich A. Staicu 54 74 0 12 Apr 2016
JADE for Tensor-Valued Observations Joni Virta Bing Li K. Nordhausen H. Oja 33 16 0 17 Mar 2016
Independent component analysis for tensor-valued data Joni Virta Bing Li K. Nordhausen H. Oja 30 33 0 02 Feb 2016
Regularized Matrix Regression Hua Zhou Lexin Li 107 200 0 15 Apr 2012
On Multilinear Principal Component Analysis of Order-Two Tensors Hung Hung Pei-Shien Wu I. Tu Su‐Yun Huang 70 46 0 28 Apr 2011