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Supervised tensor decomposition with features on multiple modes
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Supervised tensor decomposition with features on multiple modes

Jiaxin Hu
Chanwoo Lee
Miaoyan Wang
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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
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
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
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
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
Multiway clustering via tensor block models
Miaoyan Wang
Yuchen Zeng
39
42
0
10 Jun 2019
Sparse Tensor Additive Regression
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
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
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
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
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
Community Detection and Stochastic Block Models
Emmanuel Abbe
136
1,198
0
29 Mar 2017
Tensor SVD: Statistical and Computational Limits
Tensor SVD: Statistical and Computational Limits
Anru R. Zhang
Dong Xia
53
170
0
08 Mar 2017
Tensor-on-tensor regression
Tensor-on-tensor regression
E. Lock
47
96
0
04 Jan 2017
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
Han Chen
Garvesh Raskutti
M. Yuan
91
73
0
30 Nov 2016
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis
W. Sun
Lexin Li
60
92
0
15 Sep 2016
Supervised multiway factorization
Supervised multiway factorization
E. Lock
Gen Li
88
22
0
11 Sep 2016
Convex Regularization for High-Dimensional Multi-Response Tensor Regression
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
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