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On Tensor Train Rank Minimization: Statistical Efficiency and Scalable
  Algorithm
v1v2 (latest)

On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm

1 August 2017
Masaaki Imaizumi
Takanori Maehara
K. Hayashi
ArXiv (abs)PDFHTML

Papers citing "On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm"

15 / 15 papers shown
Fast and Provable Tensor-Train Format Tensor Completion via Precondtioned Riemannian Gradient Descent
Fast and Provable Tensor-Train Format Tensor Completion via Precondtioned Riemannian Gradient Descent
Fengmiao Bian
Jian-Feng Cai
Xiaoqun Zhang
Yuanwei Zhang
285
0
0
23 Jan 2025
Distribution-on-Distribution Regression with Wasserstein Metric:
  Multivariate Gaussian Case
Distribution-on-Distribution Regression with Wasserstein Metric: Multivariate Gaussian CaseJournal of Multivariate Analysis (J. Multivar. Anal.), 2023
Ryotaro Okano
Masaaki Imaizumi
316
6
0
12 Jul 2023
Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor
  Completion
Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor CompletionInternational Conference on Pattern Recognition (ICPR), 2022
R. Lin
Cong Chen
Ngai Wong
134
1
0
29 Mar 2022
Provable Tensor-Train Format Tensor Completion by Riemannian
  Optimization
Provable Tensor-Train Format Tensor Completion by Riemannian OptimizationJournal of machine learning research (JMLR), 2021
Jian-Feng Cai
Jingyang Li
Dong Xia
256
40
0
27 Aug 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models
Behnoush Khavari
Guillaume Rabusseau
216
3
0
22 Jun 2021
Tensor Completion via Tensor Networks with a Tucker Wrapper
Tensor Completion via Tensor Networks with a Tucker Wrapper
Yunfeng Cai
P. Li
3DV
200
1
0
29 Oct 2020
MARS: Masked Automatic Ranks Selection in Tensor Decompositions
MARS: Masked Automatic Ranks Selection in Tensor Decompositions
M. Kodryan
D. Kropotov
Dmitry Vetrov
327
10
0
18 Jun 2020
Tensor p-shrinkage nuclear norm for low-rank tensor completion
Tensor p-shrinkage nuclear norm for low-rank tensor completion
Chunsheng Liu
Hong Shan
Chunlei Chen
138
25
0
09 Jul 2019
Bayesian Tensorized Neural Networks with Automatic Rank Selection
Bayesian Tensorized Neural Networks with Automatic Rank Selection
Cole Hawkins
Zheng Zhang
BDL
163
58
0
24 May 2019
MiSC: Mixed Strategies Crowdsourcing
MiSC: Mixed Strategies CrowdsourcingInternational Joint Conference on Artificial Intelligence (IJCAI), 2019
Ching-Yun Ko
Rui Lin
Shu Li
Ngai Wong
135
5
0
17 May 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An
  Efficient Approach for Tensor Completion
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion
Longhao Yuan
Chong Li
Danilo P. Mandic
Jianting Cao
Qibin Zhao
228
191
0
07 Sep 2018
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor
  Decomposition and Completion
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion
Longhao Yuan
Chong Li
Danilo P. Mandic
Jianting Cao
Qibin Zhao
199
10
0
22 May 2018
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition
  under Reshuffling
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling
Chao Li
Mohammad Emtiyaz Khan
Zhun Sun
Gang Niu
Bo Han
Shengli Xie
Qibin Zhao
250
8
0
22 May 2018
Fast and Accurate Tensor Completion with Total Variation Regularized
  Tensor Trains
Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains
Ching-Yun Ko
Kim Batselier
Wenjian Yu
Ngai Wong
345
57
0
17 Apr 2018
Tensor Completion Algorithms in Big Data Analytics
Tensor Completion Algorithms in Big Data Analytics
Qingquan Song
Hancheng Ge
James Caverlee
Helen Zhou
298
254
0
28 Nov 2017
1
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