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Smooth PARAFAC Decomposition for Tensor Completion

25 May 2015

Papers citing "Smooth PARAFAC Decomposition for Tensor Completion"

24 / 24 papers shown

Title
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm Yihang Lu Mahwish Yousaf Xianwei Meng Enhong Chen 119 0 0 29 Mar 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 250 0 0 17 Feb 2025
A generalizable framework for low-rank tensor completion with numerical priors Shi-Meng Yuan Kaizhu Huang 61 3 0 12 Feb 2023
Variational Bayesian inference for CP tensor completion with side information S. Budzinskiy N. Zamarashkin 49 2 0 24 Jun 2022
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space Tatsuya Yokota 32 2 0 18 Mar 2022
Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket Augmentation Yang Zhang Yao Wang Zhi Han Xi’ai Chen Yan Tang 72 22 0 13 Sep 2021
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation Xinyu Chen Mengying Lei Nicolas Saunier Lijun Sun 67 106 0 30 Apr 2021
Implicit Regularization in Tensor Factorization Noam Razin Asaf Maman Nadav Cohen 75 49 0 19 Feb 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
Spatio-Temporal Tensor Sketching via Adaptive Sampling Jing Ma Qiuchen Zhang Joyce C. Ho Li Xiong AI4TS 51 6 0 21 Jun 2020
Implicit Regularization in Deep Learning May Not Be Explainable by Norms Noam Razin Nadav Cohen 81 156 0 13 May 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
Tensor train rank minimization with nonlocal self-similarity for tensor completion Meng Ding Tingzhu Huang Xile Zhao Michael K. Ng Tian-Hui Ma ViT 78 26 0 29 Apr 2020
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction Ziyue Li N. Sergin Hao Yan Chen Zhang Fugee Tsung 86 62 0 11 Dec 2019
Tensor Completion via Gaussian Process Based Initialization Yermek Kapushev Ivan Oseledets Evgeny Burnaev 46 6 0 11 Dec 2019
Tensor p-shrinkage nuclear norm for low-rank tensor completion Chunsheng Liu Hong Shan Chunlei Chen 51 23 0 09 Jul 2019
Nonlinear System Identification via Tensor Completion Nikos Kargas N. Sidiropoulos 62 14 0 13 Jun 2019
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach Jordi Solé-Casals C. Caiafa Qibin Zhao A. Cichocki 46 33 0 13 Jun 2018
Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space Tatsuya Yokota B. Erem Seyhmus Guler Simon K. Warfield H. Hontani 50 94 0 05 Apr 2018
Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization Tatsuya Yokota H. Hontani 32 29 0 10 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
Concatenated image completion via tensor augmentation and completion Johann A. Bengua H. Tuan H. N. Phien Minh Do ViT 54 15 0 14 Jul 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