Search results for "tensors"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Tianyi Shi, Alex Townsend	On the Compressibility of Tensors.	SIAM J. Matrix Anal. Appl.	2021	DBLP DOI BibTeX RDF
14	Liqun Qi 0001, Yannan Chen, Mayank Bakshi, Xinzhen Zhang	Triple Decomposition and Tensor Recovery of Third Order Tensors.	SIAM J. Matrix Anal. Appl.	2021	DBLP DOI BibTeX RDF
14	Matthias Christandl, Fulvio Gesmundo, Mateusz Michalek, Jeroen Zuiddam	Border Rank Nonadditivity for Higher Order Tensors.	SIAM J. Matrix Anal. Appl.	2021	DBLP DOI BibTeX RDF
14	Chen Cai, Nikolaos Vlassis, Lucas Magee, Ran Ma, Zeyu Xiong, Bahador Bahmani, Teng-Fong Wong, Yusu Wang 0001, WaiChing Sun	Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from Morse graph.	CoRR	2021	DBLP BibTeX RDF
14	Shenglong Hu	Nondegeneracy of eigenvectors and singular vector tuples of tensors.	CoRR	2021	DBLP BibTeX RDF
14	Martin Grohe, Gaurav Rattan, Tim Seppelt	Homomorphism Tensors and Linear Equations.	CoRR	2021	DBLP BibTeX RDF
14	Eimear Byrne, Giuseppe Cotardo	Bilinear Complexity of 3-Tensors Linked to Coding Theory.	CoRR	2021	DBLP BibTeX RDF
14	Antonio Laface, Alex Massarenti, Rick Rischter	Decomposition algorithms for tensors and polynomials.	CoRR	2021	DBLP BibTeX RDF
14	Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry	The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding.	CoRR	2021	DBLP BibTeX RDF
14	Petr Tichavský	Characterization of Decomposition of Matrix Multiplication Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng	CubeFlow: Money Laundering Detection with Coupled Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Chen Ling 0001, Jinjie Liu, Chen Ouyang, Liqun Qi 0001	ST-SVD Factorization and s-Diagonal Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Maciej Wojtala	Irreversibility of Structure Tensors of Modules.	CoRR	2021	DBLP BibTeX RDF
14	Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi	ALTO: Adaptive Linearized Storage of Sparse Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Long Chen 0002, Xuehai Huang	Geometric Decompositions of Div-Conforming Finite Element Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Jian Vora, Karthik S. Gurumoorthy, Ajit Rajwade 0001	Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections.	CoRR	2021	DBLP BibTeX RDF
14	Pengfei Huang, Qingzhi Yang	The decompositions and positive semidefiniteness of fourth-order conjugate partial-symmetric tensors with applications.	CoRR	2021	DBLP BibTeX RDF
14	Vishwas Bhargava, Shubhangi Saraf, Ilya Volkovich	Reconstruction Algorithms for Low-Rank Tensors and Depth-3 Multilinear Circuits.	CoRR	2021	DBLP BibTeX RDF
14	Lek-Heng Lim	Tensors in computations.	CoRR	2021	DBLP BibTeX RDF
14	Liqun Qi 0001, Chen Ling 0001, Jinejie Liu, Chen Ouyang	Orthogonal Equivalence, Singular Values and T-Rank of Third Order Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Pei-Chang Guo	Regularization for convolutional kernel tensors to avoid unstable gradient problem in convolutional neural networks.	CoRR	2021	DBLP BibTeX RDF
14	Hong-Bin Chen, Jean-Christophe Mourrat, Jiaming Xia	Statistical inference of finite-rank tensors.	CoRR	2021	DBLP BibTeX RDF
14	Robert A. Cohen, Hyomin Choi, Ivan V. Bajic	Lightweight compression of neural network feature tensors for collaborative intelligence.	CoRR	2021	DBLP BibTeX RDF
14	Bernhard Eidel	Deep Convolutional Neural Networks Predict Elasticity Tensors and their Bounds in Homogenization.	CoRR	2021	DBLP BibTeX RDF
14	Olly Styles, Tanaya Guha, Victor Sanchez	Multi-Camera Trajectory Forecasting with Trajectory Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Hendra I. Nurdin, John Edward Gough	From the Heisenberg to the Schrödinger Picture: Quantum Stochastic Processes and Process Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause	Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks.	CoRR	2021	DBLP BibTeX RDF
14	Melven Röhrig-Zöllner, Jonas Thies, Achim Basermann	Performance of low-rank approximations in tensor train format (TT-SVD) for large dense tensors.	CoRR	2021	DBLP BibTeX RDF
14	Arnab Auddy, Ming Yuan	On Estimating Rank-One Spiked Tensors in the Presence of Heavy Tailed Errors.	CoRR	2021	DBLP BibTeX RDF
14	Rachel Minster, Irina Viviano, Xiaotian Liu, Grey Ballard	CP Decomposition for Tensors via Alternating Least Squares with QR Decomposition.	CoRR	2021	DBLP BibTeX RDF
14	Sagar Shrestha, Xiao Fu 0001, Mingyi Hong	Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models.	CoRR	2021	DBLP BibTeX RDF
14	Tommi Muller, Elina Robeva, Konstantin Usevich	Robust Eigenvectors of Symmetric Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Liqun Qi 0001, Gaohang Yu	T-Singular Values and T-Sketching for Third Order Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Yating Zhang, Xiaoxia Guo, Pengpeng Xie, Zhengbang Cao	CS decomposition and GSVD for tensors based on the T-product.	CoRR	2021	DBLP BibTeX RDF
14	Sharana Kumar Shivanand, Bojana Rosic, Hermann G. Matthies	Stochastic modelling of symmetric positive-definite material tensors.	CoRR	2021	DBLP BibTeX RDF
14	José Henrique de Morais Goulart, Romain Couillet, Pierre Comon	A Random Matrix Perspective on Random Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Nick Dewaele, Paul Breiding, Nick Vannieuwenhoven	Three decompositions of symmetric tensors have similar condition numbers.	CoRR	2021	DBLP BibTeX RDF
14	Mathieu Even, Laurent Massoulié	Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization.	CoRR	2021	DBLP BibTeX RDF
14	Oscar Mickelin, Sertac Karaman	Recovering orthogonal tensors under arbitrarily strong, but locally correlated, noise.	CoRR	2021	DBLP BibTeX RDF
14	Chao-Tsung Huang	RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging.	CoRR	2021	DBLP BibTeX RDF
14	Long Chen 0002, Xuehai Huang	Finite elements for divdiv-conforming symmetric tensors in arbitrary dimension.	CoRR	2021	DBLP BibTeX RDF
14	Adam Paszke, Brennan Saeta	Tensors Fitting Perfectly.	CoRR	2021	DBLP BibTeX RDF
14	Roser Homs, Joachim Jelisiejew, Mateusz Michalek, Tim Seynnaeve	Bounds on complexity of matrix multiplication away from CW tensors.	CoRR	2021	DBLP BibTeX RDF
14	Matthias Christandl, Omar Fawzi, Hoang Ta, Jeroen Zuiddam	Communication Complexity, Corner-Free Sets and the Symmetric Subrank of Tensors.	CoRR	2021	DBLP BibTeX RDF
14	Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi	Tensors: An abstraction for general data processing. (PDF / PS)	Proc. VLDB Endow.	2021	DBLP DOI BibTeX RDF
14	Xueli Bai, Hongjin He, Chen Ling 0001, Guanglu Zhou	A nonnegativity preserving algorithm for multilinear systems with nonsingular M-tensors.	Numer. Algorithms	2021	DBLP DOI BibTeX RDF
14	Baohua Huang	Numerical study on Moore-Penrose inverse of tensors via Einstein product.	Numer. Algorithms	2021	DBLP DOI BibTeX RDF
14	Chuanfu Xiao, Chao Yang 0002, Min Li	Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors.	J. Sci. Comput.	2021	DBLP DOI BibTeX RDF
14	Mohsen Tourang, Mostafa Zangiabadi	Some improvements on the Ky Fan theorem for tensors.	Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
14	Xin Zhang 0087, Qin Ni, Zhou Sheng, Zhili Ge	Computing the largest H-eigenvalue of large-scale tensors generated from directed hypergraphs.	Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
14	Maolin Che, Yiming Wei 0001, Hong Yan 0001	Randomized algorithms for the low multilinear rank approximations of tensors.	J. Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
14	Hongjin He, Xueli Bai, Chen Ling 0001, Guanglu Zhou	An index detecting algorithm for a class of TCP(A, q) equipped with nonsingular M-tensors.	J. Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
14	Dijana Mosic, Predrag S. Stanimirovic, Jajati Keshari Sahoo, Ratikanta Behera, Vasilios N. Katsikis	One-sided weighted outer inverses of tensors.	J. Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
14	Xin Luo 0001, Minzhi Chen, Hao Wu 0061, Zhigang Liu 0006, Huaqiang Yuan, MengChu Zhou	Adjusting Learning Depth in Nonnegative Latent Factorization of Tensors for Accurately Modeling Temporal Patterns in Dynamic QoS Data.	IEEE Trans Autom. Sci. Eng.	2021	DBLP DOI BibTeX RDF
14	George Kaimakamis, Konstantina Panagiotidou, Juan de Dios Pérez	Classification of real hypersurfaces in complex quadric in terms of new tensors.	Period. Math. Hung.	2021	DBLP DOI BibTeX RDF
14	Liliane Rodrigues de Almeida, Gilson Antonio Giraldi, Marcelo Bernardes Vieira, Gastão Florêncio Miranda Jr.	Pairwise Rigid Registration Based on Riemannian Geometry and Lie Structures of Orientation Tensors.	J. Math. Imaging Vis.	2021	DBLP DOI BibTeX RDF
14	Hongyu Guo	What Are Tensors Exactly?		2021	DOI RDF
14	Canyi Lu	Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization.	ICCV	2021	DBLP DOI BibTeX RDF
14	Dawon Ahn, Jun-Gi Jang, U Kang	Time-Aware Tensor Decomposition for Sparse Tensors.	DSAA	2021	DBLP DOI BibTeX RDF
14	Markus Bläser, Christian Ikenmeyer, Vladimir Lysikov, Anurag Pandey 0001, Frank-Olaf Schreyer	On the Orbit Closure Containment Problem and Slice Rank of Tensors.	SODA	2021	DBLP DOI BibTeX RDF
14	Joshua A. Grochow, Youming Qiao	On the Complexity of Isomorphism Problems for Tensors, Groups, and Polynomials I: Tensor Isomorphism-Completeness.	ITCS	2021	DBLP DOI BibTeX RDF
14	Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle	Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors.	ICMLA	2021	DBLP DOI BibTeX RDF
14	Sumit Kaushik, Jan Kybic, Avinash Bansal, Temesgen Bihonegn, Jan Slovak	Potential Biomarkers From Positive Definite 4th Order Tensors In Hardi.	ISBI	2021	DBLP DOI BibTeX RDF
14	Shruti Shivakumar, Jiajia Li 0001, Ramakrishnan Kannan, Srinivas Aluru	Efficient Parallel Sparse Symmetric Tucker Decomposition for High-Order Tensors.	ACDA	2021	DBLP DOI BibTeX RDF
14	Le Trung Thanh, Karim Abed-Meraim, Nguyen Link Trung, Adel Hafiane	A Fast Randomized Adaptive CP Decomposition For Streaming Tensors.	ICASSP	2021	DBLP DOI BibTeX RDF
14	Ouafae Karmouda, Jérémie Boulanger, Rémy Boyer	Speeding Up of Kernel-Based Learning for High-Order Tensors.	ICASSP	2021	DBLP DOI BibTeX RDF
14	Hao Wu 0061, Xin Luo 0001	Instance-Frequency-Weighted Regularized, Nonnegative and Adaptive Latent Factorization of Tensors for Dynamic QoS Analysis.	ICWS	2021	DBLP DOI BibTeX RDF
14	Hendra I. Nurdin, John Edward Gough	From the Heisenberg to the Schrödinger Picture: Quantum Stochastic Processes and Process Tensors.	CDC	2021	DBLP DOI BibTeX RDF
14	Hao Wu 0061, Xin Luo 0001, MengChu Zhou	Discovering Hidden Pattern in Large-scale Dynamically Weighted Directed Network via Latent Factorization of Tensors.	CASE	2021	DBLP DOI BibTeX RDF
14	Yunfeng Cai, Ping Li 0001	A Blind Block Term Decomposition of High Order Tensors.	AAAI	2021	DBLP DOI BibTeX RDF
14	Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian 0001, Joyce C. Ho, Haesun Park, Jimeng Sun 0001	SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors.	AAAI	2021	DBLP DOI BibTeX RDF
14	Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia 0001, Huawei Shen, Wenjian Yu, Xueqi Cheng	AugSplicing: Synchronized Behavior Detection in Streaming Tensors.	AAAI	2021	DBLP DOI BibTeX RDF
14	Ahmed E. Helal, Jan Laukemann, Fabio Checconi, Jesmin Jahan Tithi, Teresa M. Ranadive, Fabrizio Petrini, Jeewhan Choi	ALTO: adaptive linearized storage of sparse tensors.	ICS	2021	DBLP DOI BibTeX RDF
14	Hao Wu 0061, Xin Luo 0001, MengChu Zhou	Neural Latent Factorization of Tensors for Dynamically Weighted Directed Networks Analysis.	SMC	2021	DBLP DOI BibTeX RDF
14	Minzhi Chen, Xin Luo 0001	Efficient Representation to Dynamic QoS Data via Generalized Nesterov's Accelerated Gradient-incorporated Biased Non-negative Latent Factorization of Tensors.	SMC	2021	DBLP DOI BibTeX RDF
14	Zhaoxian Deng, Zhiqiang Zeng	Multi-View Subspace Clustering by Combining ℓ2, p-Norm and Multi-Rank Minimization of Tensors.	DSIE	2021	DBLP DOI BibTeX RDF
14	Jian Vora, Karthik S. Gurumoorthy, Ajit Rajwade 0001	Recovery of Joint Probability Distribution from One-Way Marginals: Low Rank Tensors and Random Projections.	SSP	2021	DBLP DOI BibTeX RDF
14	Florio Maria Ciaglia, Fabio Di Nocera	Group Actions and Monotone Metric Tensors: The Qubit Case.	GSI	2021	DBLP DOI BibTeX RDF
14	Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause	Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks.	FIMH	2021	DBLP DOI BibTeX RDF
14	Kazu Ghalamkari, Mahito Sugiyama	Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation.	NeurIPS	2021	DBLP BibTeX RDF
14	Mathieu Even, Laurent Massoulié	Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization.	COLT	2021	DBLP BibTeX RDF
14	Xuke Wu, Juan Wang, Hao Wu	Multiple Biases-incorporated Latent Factorization of Tensors for Dynamic Network Link Prediction.	ICIAI	2021	DBLP DOI BibTeX RDF
14	Vishwas Bhargava, Shubhangi Saraf, Ilya Volkovich	Reconstruction algorithms for low-rank tensors and depth-3 multilinear circuits.	STOC	2021	DBLP DOI BibTeX RDF
14	Tali Kaufman, Ran J. Tessler	New cosystolic expanders from tensors imply explicit Quantum LDPC codes with Ω(√n logk n) distance.	STOC	2021	DBLP DOI BibTeX RDF
14	Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng	CubeFlow: Money Laundering Detection with Coupled Tensors.	PAKDD (1)	2021	DBLP DOI BibTeX RDF
14	Teresa M. Ranadive, Muthu Manikandan Baskaran	An All-at-Once CP Decomposition Method for Count Tensors.	HPEC	2021	DBLP DOI BibTeX RDF
14	Joshua A. Grochow, Youming Qiao	On p-Group Isomorphism: Search-To-Decision, Counting-To-Decision, and Nilpotency Class Reductions via Tensors.	CCC	2021	DBLP DOI BibTeX RDF
14	Chao-Tsung Huang	RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging.	ISCA	2021	DBLP DOI BibTeX RDF
14	Conor Tillinghast, Shandian Zhe	Nonparametric Decomposition of Sparse Tensors.	ICML	2021	DBLP BibTeX RDF
14	Moonjeong Park, Jun-Gi Jang, Lee Sael	VEST: Very Sparse Tucker Factorization of Large-Scale Tensors.	BigComp	2021	DBLP DOI BibTeX RDF
14	Pierre Humbert	Multivariate analysis with tensors and graphs - application to neuroscience. (Tenseurs et graphes pour l'analyse multivariée - application aux neurosciences).		2021	RDF
14	Zheng-Hai Huang, Liqun Qi 0001	Stationary Probability Vectors of Higher-Order Two-Dimensional Symmetric Transition Probability Tensors.	Asia Pac. J. Oper. Res.	2020	DBLP DOI BibTeX RDF
14	Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou 0001, Jian Yang 0002	Provable Convex Co-clustering of Tensors.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
14	Leqin Wu, Xin Liu 0001, Zaiwen Wen	Symmetric rank-1 approximation of symmetric high-order tensors.	Optim. Methods Softw.	2020	DBLP DOI BibTeX RDF
14	Mengshi Zhang, Guyan Ni, Guofeng Zhang 0003	Iterative methods for computing U-eigenvalues of non-symmetric complex tensors with application in quantum entanglement.	Comput. Optim. Appl.	2020	DBLP DOI BibTeX RDF
14	Jiawang Nie	Preface to the special issue on optimization with polynomials and tensors.	Comput. Optim. Appl.	2020	DBLP DOI BibTeX RDF
14	Shenglong Hu	An inexact augmented Lagrangian method for computing strongly orthogonal decompositions of tensors.	Comput. Optim. Appl.	2020	DBLP DOI BibTeX RDF
14	Shouqiang Du, Maolin Che, Yiming Wei 0001	Stochastic structured tensors to stochastic complementarity problems.	Comput. Optim. Appl.	2020	DBLP DOI BibTeX RDF
14	Chao Zeng 0003, Michael K. Ng 0001	Decompositions of third-order tensors: HOSVD, T-SVD, and Beyond.	Numer. Linear Algebra Appl.	2020	DBLP DOI BibTeX RDF
14	Ratikanta Behera, Ashish Kumar Nandi, Jajati Keshari Sahoo	Further results on the Drazin inverse of even-order tensors.	Numer. Linear Algebra Appl.	2020	DBLP DOI BibTeX RDF