STORE: Sparse Tensor Response Regression and Neuroimaging Analysis

15 September 2016

Papers citing "STORE: Sparse Tensor Response Regression and Neuroimaging Analysis"

9 / 9 papers shown

Title
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition Zhen Qin Zhihui Zhu 61 4 0 10 Jun 2024
Factor Augmented Tensor-on-Tensor Neural Networks Guanhao Zhou Yuefeng Han Xiufan Yu 32 1 0 30 May 2024
Decomposable Sparse Tensor on Tensor Regression Haiyi Mao J. Dou 11 1 0 09 Dec 2022
Transfer learning for tensor Gaussian graphical models Mingyang Ren Yao Zhen Junhui Wang 17 1 0 17 Nov 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 23 19 0 17 Jun 2022
Tensor Principal Component Analysis in High Dimensional CP Models Yuefeng Han Cun-Hui Zhang 23 10 0 10 Aug 2021
Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors Xianpeng Mao Yuning Yang 31 4 0 05 Dec 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 11 65 0 26 Feb 2020
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 25 44 0 09 Nov 2019