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Tensor-on-tensor regression

4 January 2017

Papers citing "Tensor-on-tensor regression"

21 / 21 papers shown

Title
Efficient Decision Trees for Tensor Regressions Hengrui Luo Akira Horiguchi Li Ma 58 4 0 04 Aug 2024
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decomposition Zhen Qin Zhihui Zhu 212 5 0 10 Jun 2024
InVA: Integrative Variational Autoencoder for Harmonization of Multi-modal Neuroimaging Data Bowen Lei Rajarshi Guhaniyogi Krishnendu Chandra Aaron Scheffler Bani Mallick 48 0 0 05 Feb 2024
Improving tensor regression by optimal model averaging Qiushi Bu Hua Liang Xinyu Zhang Jiahui Zou 56 0 0 22 Nov 2023
Decomposable Sparse Tensor on Tensor Regression Haiyi Mao J. Dou 79 1 0 09 Dec 2022
Elliptically-Contoured Tensor-variate Distributions with Application to Improved Image Learning Carlos Llosa-Vite R. Maitra 61 1 0 13 Nov 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 106 20 0 17 Jun 2022
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data L. Peide Seyyid Emre Sofuoglu T. Maiti Selin Aviyente 31 5 0 19 Jan 2022
Multiway sparse distance weighted discrimination Bin Guo L. Eberly P. Henry C. Lenglet E. Lock 91 2 0 11 Oct 2021
Reduced-Rank Tensor-on-Tensor Regression and Tensor-variate Analysis of Variance Carlos Llosa-Vite R. Maitra CML 90 20 0 18 Dec 2020
CP Degeneracy in Tensor Regression Ya Zhou R. K. Wong Kejun He 44 5 0 22 Oct 2020
Predicting Multidimensional Data via Tensor Learning Giuseppe Brandi T. Di Matteo 42 8 0 11 Feb 2020
A Statistically Identifiable Model for Tensor-Valued Gaussian Random Variables B. S. Dees Anh-Huy Phan Danilo P. Mandic 49 5 0 07 Nov 2019
Supervised tensor decomposition with features on multiple modes Jiaxin Hu Chanwoo Lee Miaoyan Wang 67 10 0 21 Oct 2019
Bayesian nonparametric multiway regression for clustered binomial data E. Lock D. Bandyopadhyay 34 0 0 31 Jan 2019
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis W. Sun Lexin Li 84 93 0 15 Sep 2016
Supervised multiway factorization E. Lock Gen Li 101 22 0 11 Sep 2016
Discriminating sample groups with multi-way data Tianmeng Lyu E. Lock L. Eberly 103 15 0 26 Jun 2016
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification Kishan Wimalawarne Ryota Tomioka Masashi Sugiyama 115 36 0 06 Sep 2015
Effective Face Frontalization in Unconstrained Images Tal Hassner Shai Harel Eran Paz Roee Enbar CVBM 109 342 0 28 Nov 2014
Array Variate Skew Normal Random Variables with Multiway Kronecker Delta Covariance Matrix Structure Deniz Akdemir 89 8 0 19 Mar 2011