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Bayesian Robust Tensor Factorization for Incomplete Multiway Data

9 October 2014

Papers citing "Bayesian Robust Tensor Factorization for Incomplete Multiway Data"

26 / 26 papers shown

Title
Accelerating Large-Scale Regularized High-Order Tensor Recovery Wenjin Qin Hailin Wang Jingyao Hou Jianjun Wang 69 0 0 11 Jun 2025
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising Hiroki Hasegawa Yukihiko Okada 68 0 0 09 May 2025
Variational Bayesian inference for CP tensor completion with side information S. Budzinskiy N. Zamarashkin 49 2 0 24 Jun 2022
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors Vishwanath Saragadam Randall Balestriero Ashok Veeraraghavan Richard G. Baraniuk 97 17 0 07 Apr 2022
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data Zhenhao Huang Yuning Qiu Xinqi Chen Weijun Sun Guoxu Zhou 82 5 0 27 Feb 2022
Efficient Tensor Robust PCA under Hybrid Model of Tucker and Tensor Train Yuning Qiu Guoxu Zhou Zhenhao Huang Qibin Zhao Shengli Xie 50 25 0 20 Dec 2021
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers Dongjin Lee Kijung Shin AI4TS 69 21 0 16 Feb 2021
Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way Paris V. Giampouras A. Rontogiannis Eleftherios Kofidis 84 18 0 08 Jan 2021
Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective Bao-Gang Hu Hanbing Qu AI4CE 105 1 0 12 Nov 2020
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion Tai-Xiang Jiang Xile Zhao Hao Zhang Michael K. Ng 106 54 0 26 Sep 2020
Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion Renwei Dian Shutao Li Bin Sun Anjing Guo 91 173 0 08 Aug 2020
Efficient MCMC Sampling for Bayesian Matrix Factorization by Breaking Posterior Symmetries Saibal De H. Salehi Alex Gorodetsky 37 1 0 08 Jun 2020
Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model Qin Li Huachun Tan Xizhu Jiang Yuankai Wu Linhui Ye 17 15 0 10 May 2020
Bayesian Tensorized Neural Networks with Automatic Rank Selection Cole Hawkins Zheng Zhang BDL 63 54 0 24 May 2019
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 66 173 0 07 Sep 2018
Variational Bayesian Inference for Robust Streaming Tensor Factorization and Completion Cole Hawkins Zheng Zhang 78 18 0 06 Sep 2018
Unsupervised Deep Context Prediction for Background Foreground Separation M. Sultana Arif Mahmood S. Javed Soon Ki Jung 63 62 0 21 May 2018
Robust Kronecker Component Analysis Mehdi Bahri Yannis Panagakis Stefanos Zafeiriou 95 29 0 18 Jan 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Helen Zhou 92 230 0 28 Nov 2017
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives A. Cichocki Anh-Huy Phan Qibin Zhao Namgil Lee Ivan Oseledets Masashi Sugiyama Danilo P. Mandic 74 300 0 30 Aug 2017
Beyond Low Rank: A Data-Adaptive Tensor Completion Method Lei Zhang Wei Wei Javen Qinfeng Shi Chunhua Shen Anton Van Den Hengel Yanning Zhang 68 11 0 03 Aug 2017
Vectorial Dimension Reduction for Tensors Based on Bayesian Inference Fujiao Ju Yanfeng Sun Junbin Gao Yongli Hu Baocai Yin 49 13 0 03 Jul 2017
Robust Kronecker-Decomposable Component Analysis for Low-Rank Modeling Mehdi Bahri Yannis Panagakis Stefanos Zafeiriou 74 14 0 22 Mar 2017
SimTensor: A synthetic tensor data generator Hadi Fanaee-T João Gama 36 7 0 09 Dec 2016
Tensor Ring Decomposition Qibin Zhao Guoxu Zhou Shengli Xie Liqing Zhang A. Cichocki 99 363 0 17 Jun 2016
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data Guoxu Zhou Qibin Zhao Yu Zhang T. Adalı Shengli Xie A. Cichocki 102 183 0 29 Aug 2015