Search results for "Tensor"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Yaru Su, Xiaohui Wu, Wenxi Liu	Low-Rank Tensor Completion by Sum of Tensor Nuclear Norm Minimization.	IEEE Access	2019	DBLP DOI BibTeX RDF
15	Matthias Christandl, Jeroen Zuiddam	Tensor surgery and tensor rank.	Comput. Complex.	2019	DBLP DOI BibTeX RDF
15	Xiuhong Yang, Peng Xu, Haiyan Jin, Jie Zhang	Low-rank tensor completion with fractional-Jacobian-extended tensor regularization for multi-component visual data inpainting.	Digit. Signal Process.	2019	DBLP DOI BibTeX RDF
15	Huyan Huang, Yipeng Liu 0001, Ce Zhu	Tensor Grid Decomposition with Application to Tensor Completion.	CoRR	2019	DBLP BibTeX RDF
15	Chunsheng Liu, Hong Shan, Chunlei Chen	Tensor p-shrinkage nuclear norm for low-rank tensor completion.	CoRR	2019	DBLP BibTeX RDF
15	Tai-Xiang Jiang, Michael K. Ng 0001, Xi-Le Zhao, Ting-Zhu Huang	Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.	CoRR	2019	DBLP BibTeX RDF
15	Seyyid Emre Sofuoglu, Selin Aviyente	Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis.	CoRR	2019	DBLP BibTeX RDF
15	Zecheng Zhang, Xiaoxiao Wu, Naijing Zhang, Siyuan Zhang, Edgar Solomonik	Enabling Distributed-Memory Tensor Completion in Python using New Sparse Tensor Kernels.	CoRR	2019	DBLP BibTeX RDF
15	Huyan Huang, Yipeng Liu 0001, Ce Zhu	Robust Tensor Recovery using Low-Rank Tensor Ring.	CoRR	2019	DBLP BibTeX RDF
15	Guang-Jing Song, Michael K. Ng 0001, Xiongjun Zhang	Robust Tensor Completion Using Transformed Tensor SVD.	CoRR	2019	DBLP BibTeX RDF
15	Hao Kong, Zhouchen Lin	Tensor Q-Rank: A New Data Dependent Tensor Rank.	CoRR	2019	DBLP BibTeX RDF
15	Meng Ding 0002, Ting-Zhu Huang, Teng-Yu Ji, Xi-Le Zhao, Jinghua Yang	Low-Rank Tensor Completion Using Matrix Factorization Based on Tensor Train Rank and Total Variation.	J. Sci. Comput.	2019	DBLP DOI BibTeX RDF
15	Boguslaw Cyganek	Thumbnail Tensor - A Method for Multidimensional Data Streams Clustering with an Efficient Tensor Subspace Model in the Scale-Space.	Sensors	2019	DBLP DOI BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Lihua Gui, Jianting Cao	High-order tensor completion via gradient-based optimization under tensor train format.	Signal Process. Image Commun.	2019	DBLP DOI BibTeX RDF
15	Shunli Zhang, Laurence T. Yang, Liwei Kuang, Jun Feng 0007, Jinjun Chen, Vincenzo Piuri	A Tensor-Based Forensics Framework for Virtualized Network Functions in the Internet of Things: Utilizing Tensor Algebra in Facilitating More Efficient Network Forensic Investigations.	IEEE Consumer Electron. Mag.	2019	DBLP DOI BibTeX RDF
15	Xiongjun Zhang, Michael K. Ng 0001	A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion.	SIAM J. Imaging Sci.	2019	DBLP DOI BibTeX RDF
15	Miaomiao Cheng, Liping Jing, Michael Kwok-Po Ng	A Weighted Tensor Factorization Method for Low-Rank Tensor Completion.	BigMM	2019	DBLP DOI BibTeX RDF
15	Longhao Yuan, Chao Li 0013, Danilo P. Mandic, Jianting Cao, Qibin Zhao	Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.	AAAI	2019	DBLP DOI BibTeX RDF
15	Nitish Kumar Srivastava, Hongbo Rong, Prithayan Barua, Guanyu Feng, Huanqi Cao, Zhiru Zhang, David H. Albonesi, Vivek Sarkar, Wenguang Chen, Paul Petersen, Geoff Lowney, Adam Herr, Christopher J. Hughes, Timothy G. Mattson, Pradeep Dubey	T2S-Tensor: Productively Generating High-Performance Spatial Hardware for Dense Tensor Computations.	FCCM	2019	DBLP DOI BibTeX RDF
15	Canyi Lu, Xi Peng 0001, Yunchao Wei	Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms.	CVPR	2019	DBLP BibTeX RDF
15	Lei He, Hongwei Yang, Lina Zhao 0002	Tensor Subspace Learning and Classification: Tensor Local Discriminant Embedding for Hyperspectral Image.	ICCV Workshops	2019	DBLP DOI BibTeX RDF
15	Yassine Zniyed, Rémy Boyer, André L. F. de Almeida, Gérard Favier	Tensor-Train Modeling for Mimo-OFDM Tensor Coding-and-Forwarding Relay Systems.	EUSIPCO	2019	DBLP DOI BibTeX RDF
15	Paul Springer, Paolo Bientinesi	Design of a High-Performance GEMM-like Tensor-Tensor Multiplication.	ACM Trans. Math. Softw.	2018	DBLP DOI BibTeX RDF
15	Vincent Vigneron, Andreas Kodewitz, Michele Nazareth da Costa, Ana Maria Tomé, Elmar Wolfgang Lang	Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets.	Signal Process.	2018	DBLP DOI BibTeX RDF
15	Namgil Lee, Andrzej Cichocki	Fundamental tensor operations for large-scale data analysis using tensor network formats.	Multidimens. Syst. Signal Process.	2018	DBLP DOI BibTeX RDF
15	Baburaj Madathil, Sudhish N. George	Twist tensor total variation regularized-reweighted nuclear norm based tensor completion for video missing area recovery.	Inf. Sci.	2018	DBLP DOI BibTeX RDF
15	Yang Sun 0006, Jungang Yang 0001, Yunli Long, Zheran Shang, Wei An	Infrared Patch-Tensor Model With Weighted Tensor Nuclear Norm for Small Target Detection in a Single Frame.	IEEE Access	2018	DBLP DOI BibTeX RDF
15	Weize Sun, Yuan Chen 0003, Hing-Cheung So	Tensor Completion Using Kronecker Rank-1 Tensor Train With Application to Visual Data Inpainting.	IEEE Access	2018	DBLP DOI BibTeX RDF
15	Xue Gong, Martin J. Mohlenkamp, Todd R. Young	The Optimization Landscape for Fitting a Rank-2 Tensor with a Rank-1 Tensor.	SIAM J. Appl. Dyn. Syst.	2018	DBLP DOI BibTeX RDF
15	Weize Sun, Yuan Chen 0003, Lei Huang 0001, Hing-Cheung So	Tensor Completion via Generalized Tensor Tubal Rank Minimization Using General Unfolding.	IEEE Signal Process. Lett.	2018	DBLP DOI BibTeX RDF
15	Jun Ji, Yiming Wei 0001	The Drazin inverse of an even-order tensor and its application to singular tensor equations.	Comput. Math. Appl.	2018	DBLP DOI BibTeX RDF
15	Bo Jiang 0007, Shiqian Ma, Shuzhong Zhang	Low-M-Rank Tensor Completion and Robust Tensor PCA.	IEEE J. Sel. Top. Signal Process.	2018	DBLP DOI BibTeX RDF
15	Canyi Lu	Tensor-Tensor Product Toolbox.	CoRR	2018	DBLP BibTeX RDF
15	Ching Yun Ko, Kim Batselier, Wenjian Yu, Ngai Wong	Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach.	CoRR	2018	DBLP BibTeX RDF
15	Wladyslaw Skarbek	Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications.	CoRR	2018	DBLP BibTeX RDF
15	Longhao Yuan, Jianting Cao, Qiang Wu 0009, Qibin Zhao	Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition.	CoRR	2018	DBLP BibTeX RDF
15	Longhao Yuan, Chao Li 0013, Danilo P. Mandic, Jianting Cao, Qibin Zhao	Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.	CoRR	2018	DBLP BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Jianting Cao	High-dimension Tensor Completion via Gradient-based Optimization Under Tensor-train Format.	CoRR	2018	DBLP BibTeX RDF
15	Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Teng-Yu Ji, Tian-Hui Ma	Tensor N-tubal rank and its convex relaxation for low-rank tensor recovery.	CoRR	2018	DBLP BibTeX RDF
15	Longhao Yuan, Chao Li 0013, Danilo P. Mandic, Jianting Cao, Qibin Zhao	Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.	CoRR	2018	DBLP BibTeX RDF
15	Canyi Lu, Jiashi Feng, Yudong Chen 0001, Wei Liu 0005, Zhouchen Lin, Shuicheng Yan	Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm.	CoRR	2018	DBLP BibTeX RDF
15	David Krieg	Tensor power sequences and the approximation of tensor product operators.	J. Complex.	2018	DBLP DOI BibTeX RDF
15	Qi Xie, Qian Zhao 0002, Deyu Meng, Zongben Xu	Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.	IEEE Trans. Pattern Anal. Mach. Intell.	2018	DBLP DOI BibTeX RDF
15	Ze-Jia Xie, Xiao-Qing Jin, Yiming Wei 0001	Tensor Methods for Solving Symmetric ℳ-tensor Systems.	J. Sci. Comput.	2018	DBLP DOI BibTeX RDF
15	Ali Zare, Alp Ozdemir, Mark A. Iwen, Selin Aviyente	Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA.	Proc. IEEE	2018	DBLP DOI BibTeX RDF
15	Pan Zhou, Canyi Lu, Zhouchen Lin, Chao Zhang 0001	Tensor Factorization for Low-Rank Tensor Completion.	IEEE Trans. Image Process.	2018	DBLP DOI BibTeX RDF
15	Jinshi Yu, Guoxu Zhou, Qibin Zhao, Kan Xie	An Effective Tensor Completion Method Based on Multi-linear Tensor Ring Decomposition.	APSIPA	2018	DBLP DOI BibTeX RDF
15	Longhao Yuan, Jianting Cao, Xuyang Zhao, Qiang Wu 0009, Qibin Zhao	Higher-dimension Tensor Completion via Low-rank Tensor Ring Decomposition.	APSIPA	2018	DBLP DOI BibTeX RDF
15	Kyle A. Caudle, Randy C. Hoover, Karen S. Braman	Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition.	ICMLA	2018	DBLP DOI BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Jianting Cao	High-Order Tensor Completion for Data Recovery via Sparse Tensor-Train Optimization.	ICASSP	2018	DBLP DOI BibTeX RDF
15	Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen	Anisotropic Total Variation Regularized Low-Rank Tensor Completion Based On Tensor Nuclear Norm for Color Image Inpainting.	ICASSP	2018	DBLP DOI BibTeX RDF
15	Ming Yuan 0001, Cun-Hui Zhang	Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion.	IEEE Trans. Inf. Theory	2017	DBLP DOI BibTeX RDF
15	Xingwei Cao, Guillaume Rabusseau, Joelle Pineau	Tensor Regression Networks with various Low-Rank Tensor Approximations.	CoRR	2017	DBLP BibTeX RDF
15	Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet	Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials	CoRR	2017	DBLP BibTeX RDF
15	Matthias Christandl, Asger Kjærulff Jensen, Jeroen Zuiddam	Tensor rank is not multiplicative under the tensor product.	CoRR	2017	DBLP BibTeX RDF
15	Satoshi Egi	Scalar Functions and Tensor Functions: A Method to Import Tensor Index Notation Including Einstein Summation Notation.	CoRR	2017	DBLP BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Jianting Cao	Completion of High Order Tensor Data with Missing Entries via Tensor-train Decomposition.	CoRR	2017	DBLP BibTeX RDF
15	Cem Bassoy	TLib: A Flexible C++ Tensor Framework for Numerical Tensor Calculus.	CoRR	2017	DBLP BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Jianting Cao	High-order Tensor Completion for Data Recovery via Sparse Tensor-train Optimization.	CoRR	2017	DBLP BibTeX RDF
15	Morteza Ashraphijuo, Xiaodong Wang 0001	Characterization of Deterministic and Probabilistic Sampling Patterns for Finite Completability of Low Tensor-Train Rank Tensor.	CoRR	2017	DBLP BibTeX RDF
15	Wenmin Wu, Jianli Zhao, Chunsheng Zhang, Fang Meng, Zeli Zhang, Yang Zhang, Qiuxia Sun	Improving performance of tensor-based context-aware recommenders using Bias Tensor Factorization with context feature auto-encoding.	Knowl. Based Syst.	2017	DBLP DOI BibTeX RDF
15	Johann A. Bengua, Ho N. Phien, Hoang Duong Tuan, Minh N. Do	Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train.	IEEE Trans. Image Process.	2017	DBLP DOI BibTeX RDF
15	Longhao Yuan, Qibin Zhao, Jianting Cao	Completion of High Order Tensor Data with Missing Entries via Tensor-Train Decomposition.	ICONIP (1)	2017	DBLP DOI BibTeX RDF
15	Qingzhu Wang, Wanjun Kang, Yan-Jiao Wang	Support Tensor Machine Image Classification Algorithm Based on Tensor Principal Component Analysis.	J. Inf. Hiding Multim. Signal Process.	2016	DBLP BibTeX RDF
15	Maximilian Baust, Andreas Weinmann, Matthias Wieczorek, Tobias Lasser, Martin Storath, Nassir Navab	Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach.	IEEE Trans. Medical Imaging	2016	DBLP DOI BibTeX RDF
15	Yuning Yang, Yunlong Feng, Xiaolin Huang, Johan A. K. Suykens	Rank-1 Tensor Properties with Applications to a Class of Tensor Optimization Problems.	SIAM J. Optim.	2016	DBLP DOI BibTeX RDF
15	Gérard Favier, Carlos Alexandre R. Fernandes, André L. F. de Almeida	Nested Tucker tensor decomposition with application to MIMO relay systems using tensor space-time coding (TSTC).	Signal Process.	2016	DBLP DOI BibTeX RDF
15	Fatemeh Panjeh Ali Beik, Farid Saberi Movahed, Salman Ahmadi-Asl	On the Krylov subspace methods based on tensor format for positive definite Sylvester tensor equations.	Numer. Linear Algebra Appl.	2016	DBLP DOI BibTeX RDF
15	Zhening Li	Bounds on the Spectral Norm and the Nuclear Norm of a Tensor Based on Tensor Partitions.	SIAM J. Matrix Anal. Appl.	2016	DBLP DOI BibTeX RDF
15	Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan 0001, Qibin Zhao, Danilo P. Mandic	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.	Found. Trends Mach. Learn.	2016	DBLP DOI BibTeX RDF
15	Matthias Christandl, Jeroen Zuiddam	Tensor surgery and tensor rank.	CoRR	2016	DBLP BibTeX RDF
15	Anh Huy Phan 0001, Andrzej Cichocki, André Uschmajew, Petr Tichavský, Gheorghe Luta, Danilo P. Mandic	Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition.	CoRR	2016	DBLP BibTeX RDF
15	Johann A. Bengua, Ho N. Phien, Hoang Duong Tuan, Minh N. Do	Efficient tensor completion for color image and video recovery: Low-rank tensor train.	CoRR	2016	DBLP BibTeX RDF
15	Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron	Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model.	CoRR	2016	DBLP BibTeX RDF
15	Ming Yuan 0001, Cun-Hui Zhang	Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion.	CoRR	2016	DBLP BibTeX RDF
15	Ho N. Phien, Hoang Duong Tuan, Johann A. Bengua, Minh N. Do	Efficient tensor completion: Low-rank tensor train.	CoRR	2016	DBLP BibTeX RDF
15	Paul Springer, Paolo Bientinesi	Design of a high-performance GEMM-like Tensor-Tensor Multiplication.	CoRR	2016	DBLP BibTeX RDF
15	Janthakal Rajeshwari, Kwadiki Karibasappa, Madigondanahalli Thimmaiah Gopalkrishna	Adaboost modular tensor locality preservative projection: face detection in video using Adaboost modular-based tensor locality preservative projections.	IET Comput. Vis.	2016	DBLP DOI BibTeX RDF
15	Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nguyen Khoi Tran 0001, Nickolas J. G. Falkner, Xue Li 0001, Wei Emma Zhang	When Sensor Meets Tensor: Filling Missing Sensor Values Through a Tensor Approach.	CIKM	2016	DBLP DOI BibTeX RDF
15	Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang 0001, Min-You Wu	Tensor completion via adaptive sampling of tensor fibers: Application to efficient indoor RF fingerprinting.	ICASSP	2016	DBLP DOI BibTeX RDF
15	Anh Huy Phan 0001, Petr Tichavský, Andrzej Cichocki	Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition.	ICASSP	2016	DBLP DOI BibTeX RDF
15	Anima Anandkumar, Prateek Jain 0002, Yang Shi 0005, U. N. Niranjan	Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations.	AISTATS	2016	DBLP BibTeX RDF
15	Boguslaw Cyganek, Michal Wozniak 0001, Dariusz Jankowski	Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions.	HAIS	2016	DBLP DOI BibTeX RDF
15	Lars Grasedyck, Melanie Kluge, Sebastian Krämer	Variants of Alternating Least Squares Tensor Completion in the Tensor Train Format.	SIAM J. Sci. Comput.	2015	DBLP DOI BibTeX RDF
15	Yuning Yang, Yunlong Feng, Johan A. K. Suykens	A Rank-One Tensor Updating Algorithm for Tensor Completion.	IEEE Signal Process. Lett.	2015	DBLP DOI BibTeX RDF
15	Jianfeng Lu 0001, Lexing Ying	Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost.	J. Comput. Phys.	2015	DBLP DOI BibTeX RDF
15	Animashree Anandkumar, Prateek Jain 0002, Yang Shi 0005, U. N. Niranjan	Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations.	CoRR	2015	DBLP BibTeX RDF
15	Boguslaw Cyganek, Bogdan Smolka	Real-time object recognition in multidimensional images based on joined extended structural tensor and higher-order tensor decomposition methods.	Real-Time Image and Video Processing	2015	DBLP DOI BibTeX RDF
15	Shaden Smith, George Karypis	Tensor-matrix products with a compressed sparse tensor.	IA3@SC	2015	DBLP DOI BibTeX RDF
15	Esin Karahan	Tensor analysis of neuroimaging data (Nörogörüntülemede tensör analizi)		2015	RDF
15	Umut Simsekli	Tensor fusion: Learning in heterogeneous and distributed data (Tensör tümleştirme: Ayrı cinsten ve dağıtık verilerde öğrenme)		2015	RDF
15	Namgil Lee, Andrzej Cichocki	Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats.	CoRR	2014	DBLP BibTeX RDF
15	Holger Rauhut, Reinhold Schneider, Zeljka Stojanac	Tensor completion in hierarchical tensor representations.	CoRR	2014	DBLP BibTeX RDF
15	Andrzej Cichocki	Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions.	CoRR	2014	DBLP BibTeX RDF
15	Huixia Xu, Renfang Wang, Zhenyu Shu, Aimin Xu	On the convergence of approximating tensor-product rational Bézier surfaces using tensor-product Bézier surfaces.	J. Approx. Theory	2014	DBLP DOI BibTeX RDF
15	Mijung Kim, K. Selçuk Candan	TensorDB: In-Database Tensor Manipulation with Tensor-Relational Query Plans.	CIKM	2014	DBLP DOI BibTeX RDF
15	Niranjay Ravindran, Nicholas D. Sidiropoulos, Shaden Smith, George Karypis	Memory-efficient parallel computation of tensor and matrix products for big tensor decomposition.	ACSSC	2014	DBLP DOI BibTeX RDF
15	Mijung Kim	TensorDB and Tensor-Relational Model (TRM) for Efficient Tensor-Relational Operations.		2014	RDF
15	Hitoshi Kimura, Masashi Nakamura, Norio Inou, Masayuki Matsudaira, Minoru Yoshida	Identification Method of Sensor Directions and Sensitivities in Multi-Axis Accelerometer (Actual Measurement of Direction Tensor and Sensitivity Tensor).	J. Robotics Mechatronics	2013	DBLP DOI BibTeX RDF
15	Seiji Kumazawa, Takashi Yoshiura, Hiroshi Honda, Fukai Toyofuku	Improvement of Partial Volume Segmentation for Brain Tissue on Diffusion Tensor Images Using Multiple-Tensor Estimation.	J. Digit. Imaging	2013	DBLP DOI BibTeX RDF