Supervised tensor decomposition with features on multiple modes

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Supervised tensor decomposition with features on multiple modes

21 October 2019

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Papers citing "Supervised tensor decomposition with features on multiple modes"

18 / 18 papers shown

Title
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence Yuetian Luo Anru R. Zhang 103 19 0 24 Apr 2021
Beyond the Signs: Nonparametric Tensor Completion via Sign Series Chanwoo Lee Miaoyan Wang 40 5 0 31 Jan 2021
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 90 66 0 26 Feb 2020
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data Davoud Ataee Tarzanagh George Michailidis 66 5 0 24 Nov 2019
Multiway clustering via tensor block models Miaoyan Wang Yuchen Zeng 39 42 0 10 Jun 2019
Sparse Tensor Additive Regression Botao Hao Boxiang Wang Pengyuan Wang Jingfei Zhang Jian Yang W. Sun MedIm 62 26 0 31 Mar 2019
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality Miaoyan Wang Lexin Li 55 35 0 13 Nov 2018
Generalized Canonical Polyadic Tensor Decomposition David Hong T. Kolda J. Duersch 50 125 0 22 Aug 2018
Sparse and Low-rank Tensor Estimation via Cubic Sketchings Botao Hao Anru R. Zhang Guang Cheng 47 50 0 29 Jan 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 74 229 0 28 Nov 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 136 1,198 0 29 Mar 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 53 170 0 08 Mar 2017
Tensor-on-tensor regression E. Lock 45 96 0 04 Jan 2017
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression Han Chen Garvesh Raskutti M. Yuan 89 73 0 30 Nov 2016
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis W. Sun Lexin Li 60 92 0 15 Sep 2016
Supervised multiway factorization E. Lock Gen Li 88 22 0 11 Sep 2016
Convex Regularization for High-Dimensional Multi-Response Tensor Regression Garvesh Raskutti M. Yuan Han Chen 49 93 0 03 Dec 2015
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types E. Lock K. Hoadley J. S. Marron A. Nobel DRL 94 469 0 20 Feb 2011