Search results for "tensors"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas	A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow.	INISTA	2019	DBLP DOI BibTeX RDF
14	Roozbeh Manshaei, Uzair Mayat, Aneesh P. Tarun, Sean DeLong, David Chiang 0004, Justin Digregorio, Shahin Khayyer, Apurva Gupta, Matthew J. Kyan, Ali Mazalek	Tangible Tensors: An Interactive System for Grasping Trends in Biological Systems Modeling.	Creativity & Cognition	2019	DBLP DOI BibTeX RDF
14	Mohit Kumar 0003, Stefano Teso, Patrick De Causmaecker, Luc De Raedt	Automating Personnel Rostering by Learning Constraints Using Tensors.	ICTAI	2019	DBLP DOI BibTeX RDF
14	Liangfu Lu, Xiaohan Ren, Chenming Cui, Yun Luo, Yongheng Jia, Yinong Xu	Mutual Information on Tensors for Measuring the Nonlinear Correlations in Network Security.	TrustCom/BigDataSE	2019	DBLP DOI BibTeX RDF
14	Hye-Kyung Yang, Hwan-Seung Yong	Incremental PARAFAC Decomposition for Three-Dimensional Tensors Using Apache Spark.	ICWE	2019	DBLP DOI BibTeX RDF
14	Bence Major, Daniel Fontijne, Amin Ansari, Ravi Teja Sukhavasi, Radhika Gowaiker, Michael Hamilton, Sean Lee, Slawomir K. Grzechnik, Sundar Subramanian	Vehicle Detection With Automotive Radar Using Deep Learning on Range-Azimuth-Doppler Tensors.	ICCV Workshops	2019	DBLP DOI BibTeX RDF
14	Israt Nisa, Jiajia Li 0001, Aravind Sukumaran-Rajam, Prashant Singh Rawat, Sriram Krishnamoorthy, P. Sadayappan	An efficient mixed-mode representation of sparse tensors.	SC	2019	DBLP DOI BibTeX RDF
14	Lucas José Carneiro Maciel, Jônatas Alves, Vinícius Fernandes dos Santos, Loïc Cerf	Bigfoot Climbing the Hill with ILP to Grow Patterns in Fuzzy Tensors.	EUSFLAT Conf.	2019	DBLP DOI BibTeX RDF
14	Nicole Christoff, Agata Manolova, Roumen Mironov	Along-Track and Cross-Track Noise Analysis of Altimeter Data Using Tensors.	IDAACS	2019	DBLP DOI BibTeX RDF
14	Mohamad Jouni, Mauro Dalla Mura, Pierre Comon	Classification of Hyperspectral Images as Tensors Using Nonnegative CP Decomposition.	ISMM	2019	DBLP DOI BibTeX RDF
14	Hongyang Zhang 0005, Vatsal Sharan, Moses Charikar, Yingyu Liang	Recovery Guarantees For Quadratic Tensors With Sparse Observations.	AISTATS	2019	DBLP BibTeX RDF
14	Ali Koochakzadeh, Piya Pal	On flattening of symmetric tensors and identification of latent factors.	CISS	2019	DBLP DOI BibTeX RDF
14	Arie Yeredor, Martin Haardt	Estimation of a Low-Rank Probability-Tensor from Sample Sub-Tensors via Joint Factorization Minimizing the Kullback-Leibler Divergence.	EUSIPCO	2019	DBLP DOI BibTeX RDF
14	Ali Koochakzadeh, Piya Pal	Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors.	DSW	2019	DBLP DOI BibTeX RDF
14	Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos	Statistical Learning Using Hierarchical Modeling of Probability Tensors.	DSW	2019	DBLP DOI BibTeX RDF
14	Hongyang R. Zhang	Algorithms and generalization for large-scale matrices and tensors.		2019	RDF
14	Antoine Gautier 0001	Perron-Froebenius theorem for multi-homogeneous mappings with applications to nonnegative tensors.		2019	RDF
14	Michael Ankele	Higher-Order Tensors and Differential Topology in Diffusion MRI Modeling and Visualization		2019	RDF
14	Ling Chen, Linzhang Lu	Convergence algorithms of fuzzy tensors.	J. Intell. Fuzzy Syst.	2018	DBLP DOI BibTeX RDF
14	Jiawang Nie, Zi Yang, Xinzhen Zhang	A Complete Semidefinite Algorithm for Detecting Copositive Matrices and Tensors.	SIAM J. Optim.	2018	DBLP DOI BibTeX RDF
14	Jiawang Nie, Xinzhen Zhang	Real eigenvalues of nonsymmetric tensors.	Comput. Optim. Appl.	2018	DBLP DOI BibTeX RDF
14	Christian Lubich, Bart Vandereycken, Hanna Walach	Time Integration of Rank-Constrained Tucker Tensors.	SIAM J. Numer. Anal.	2018	DBLP DOI BibTeX RDF
14	Haibin Chen, Yannan Chen, Guoyin Li 0001, Liqun Qi 0001	A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test.	Numer. Linear Algebra Appl.	2018	DBLP DOI BibTeX RDF
14	Xiaofei Wang, Carmeliza Navasca	Low-rank approximation of tensors via sparse optimization.	Numer. Linear Algebra Appl.	2018	DBLP DOI BibTeX RDF
14	JunJun Pan, Michael K. Ng 0001	Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction.	Numer. Linear Algebra Appl.	2018	DBLP DOI BibTeX RDF
14	Guanglu Zhou, Gang Wang, Liqun Qi 0001, Mohammed Alqahtani	A fast algorithm for the spectral radii of weakly reducible nonnegative tensors.	Numer. Linear Algebra Appl.	2018	DBLP DOI BibTeX RDF
14	Ming Shi, Dan Li 0004, Jian Qiu Zhang 0001	An Alternating Bayesian Approach to PARAFAC Decomposition of Tensors.	IEEE Access	2018	DBLP DOI BibTeX RDF
14	Ammar Chouchane, Abdelmalik Ouamane, Elhocine Boutellaa, Mebarka Belahcene, Salah Bourennane	3D face verification across pose based on euler rotation and tensors.	Multim. Tools Appl.	2018	DBLP DOI BibTeX RDF
14	Guiyan Wang, Chunli Deng, Changjiang Bu	Some upper bounds on Zt-eigenvalues of tensors.	Appl. Math. Comput.	2018	DBLP DOI BibTeX RDF
14	Krzysztof Domino, Piotr Gawron, Lukasz Pawela	Efficient Computation of Higher-Order Cumulant Tensors.	SIAM J. Sci. Comput.	2018	DBLP DOI BibTeX RDF
14	Oguz Kaya, Bora Uçar	Parallel Candecomp/Parafac Decomposition of Sparse Tensors Using Dimension Trees.	SIAM J. Sci. Comput.	2018	DBLP DOI BibTeX RDF
14	Graeme W. Milton	Approximating the Effective Tensor as a Function of the Component Tensors in Two-Dimensional Composites of Two Anisotropic Phases.	SIAM J. Math. Anal.	2018	DBLP DOI BibTeX RDF
14	Lihua You, Yafei Chen, Pingzhi Yuan	Some Properties of the Strong Primitivity of Nonnegative Tensors.	J. Appl. Math.	2018	DBLP DOI BibTeX RDF
14	Khazhgali Kozhasov	On Fully Real Eigenconfigurations of Tensors.	SIAM J. Appl. Algebra Geom.	2018	DBLP DOI BibTeX RDF
14	Jungwoo Lee, Sejoon Oh, Lee Sael	GIFT: Guided and Interpretable Factorization for Tensors with an application to large-scale multi-platform cancer analysis.	Bioinform.	2018	DBLP DOI BibTeX RDF
14	Minh-Tan Pham	Fusion of Polarimetric Features and Structural Gradient Tensors for VHR PolSAR Image Classification.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2018	DBLP DOI BibTeX RDF
14	Sheng-Long Hu, Guoyin Li 0001	Convergence rate analysis for the higher order power method in best rank one approximations of tensors.	Numerische Mathematik	2018	DBLP DOI BibTeX RDF
14	Zhening Li, Yuji Nakatsukasa, Tasuku Soma, André Uschmajew	On Orthogonal Tensors and Best Rank-One Approximation Ratio.	SIAM J. Matrix Anal. Appl.	2018	DBLP DOI BibTeX RDF
14	Ariel Jaffe, Roi Weiss, Boaz Nadler	Newton Correction Methods for Computing Real Eigenpairs of Symmetric Tensors.	SIAM J. Matrix Anal. Appl.	2018	DBLP DOI BibTeX RDF
14	Mohit Kumar 0003, Stefano Teso, Luc De Raedt	Automating Personnel Rostering by Learning Constraints Using Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Jungwoo Lee, Sejoon Oh, Lee Sael	GIFT: Guided and Interpretable Factorization for Tensors - An Application to Large-Scale Multi-platform Cancer Analysis.	CoRR	2018	DBLP BibTeX RDF
14	Hongyang Zhang 0005, Vatsal Sharan, Moses Charikar, Yingyu Liang	Recovery Guarantees for Quadratic Tensors with Limited Observations.	CoRR	2018	DBLP BibTeX RDF
14	Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani	Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space.	CoRR	2018	DBLP BibTeX RDF
14	Max Pfeffer, Anna Seigal, Bernd Sturmfels	Learning Paths from Signature Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Wei-Kuo Chen, Madeline Handschy, Gilad Lerman	Phase transition in random tensors with multiple spikes.	CoRR	2018	DBLP BibTeX RDF
14	Venkatesan T. Chakaravarthy, Jee W. Choi, Douglas J. Joseph, Prakash Murali, Yogish Sabharwal, Shivmaran S. Pandian, Dheeraj Sreedhar	On Optimizing Distributed Tucker Decomposition for Sparse Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Alexandre Chemin, François Henrotte, Jean-François Remacle, Jean Van Schaftingen	Representing three-dimensional cross fields using 4th order tensors.	CoRR	2018	DBLP BibTeX RDF
14	Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva	Decoupling multivariate functions using second-order information and tensors.	CoRR	2018	DBLP BibTeX RDF
14	Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun 0001	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.	CoRR	2018	DBLP BibTeX RDF
14	Grey Ballard, Koby Hayashi, Ramakrishnan Kannan	Parallel Nonnegative CP Decomposition of Dense Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Navid Ghadermarzy, Yaniv Plan, Özgür Yilmaz	Learning tensors from partial binary measurements.	CoRR	2018	DBLP BibTeX RDF
14	Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet	Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Guillermo Ortiz-Jiménez, Mario Coutino, Sundeep Prabhakar Chepuri, Geert Leus	Sparse Sampling for Inverse Problems with Tensors.	CoRR	2018	DBLP BibTeX RDF
14	Alexander I. Barvinok	Computing permanents of complex diagonally dominant matrices and tensors.	CoRR	2018	DBLP BibTeX RDF
14	Antoine Gautier 0001, Francesco Tudisco, Matthias Hein 0001	A unifying Perron-Frobenius theorem for nonnegative tensors via multi-homogeneous maps.	CoRR	2018	DBLP BibTeX RDF
14	Hongjin He, Chen Ling 0001, Liqun Qi 0001, Guanglu Zhou	A Globally and Quadratically Convergent Algorithm for Solving Multilinear Systems with ℳ-tensors.	J. Sci. Comput.	2018	DBLP DOI BibTeX RDF
14	Nikos Kargas, Nicholas D. Sidiropoulos, Xiao Fu 0001	Tensors, Learning, and "Kolmogorov Extension" for Finite-Alphabet Random Vectors.	IEEE Trans. Signal Process.	2018	DBLP DOI BibTeX RDF
14	Frederik Van Eeghem, Otto Debals, Nico Vervliet, Lieven De Lathauwer	Coupled and Incomplete Tensors in Blind System Identification.	IEEE Trans. Signal Process.	2018	DBLP DOI BibTeX RDF
14	Shmuel Friedland, Lek-Heng Lim	Nuclear norm of higher-order tensors.	Math. Comput.	2018	DBLP DOI BibTeX RDF
14	Gia-Thuy Pham, Rémy Boyer, Frank Nielsen	Computational Information Geometry for Binary Classification of High-Dimensional Random Tensors.	Entropy	2018	DBLP DOI BibTeX RDF
14	Yisheng Song, Wei Mei	Structural Properties of Tensors and Complementarity Problems.	J. Optim. Theory Appl.	2018	DBLP DOI BibTeX RDF
14	Ya-nan Zheng, Wei Wu	On a Class of Semi-Positive Tensors in Tensor Complementarity Problem.	J. Optim. Theory Appl.	2018	DBLP DOI BibTeX RDF
14	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
14	Dmitri Kuzmin	Planar and Orthotropic Closures for Orientation Tensors in Fiber Suspension Flow Models.	SIAM J. Appl. Math.	2018	DBLP DOI BibTeX RDF
14	Alex Massarenti, Massimiliano Mella, Giovanni Staglianò	Effective identifiability criteria for tensors and polynomials.	J. Symb. Comput.	2018	DBLP DOI BibTeX RDF
14	Xuezhong Wang, Maolin Che, Yiming Wei 0001	Partial orthogonal rank-one decomposition of complex symmetric tensors based on the Takagi factorization.	J. Comput. Appl. Math.	2018	DBLP DOI BibTeX RDF
14	Yueh-Cheng Kuo, Wen-Wei Lin, Ching-Sung Liu	Continuation methods for computing Z-/H-eigenpairs of nonnegative tensors.	J. Comput. Appl. Math.	2018	DBLP DOI BibTeX RDF
14	Fujiao Ju, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin	Vectorial Dimension Reduction for Tensors Based on Bayesian Inference.	IEEE Trans. Neural Networks Learn. Syst.	2018	DBLP DOI BibTeX RDF
14	Daniel N. Holtmann-Rice, Benjamin S. Kunsberg, Steven W. Zucker	Tensors, Differential Geometry and Statistical Shading Analysis.	J. Math. Imaging Vis.	2018	DBLP DOI BibTeX RDF
14	Houping Xiao, Fei Wang, Fenglong Ma, Jing Gao 0004	eOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors.	ICDM	2018	DBLP DOI BibTeX RDF
14	Shuo Zhou 0001, Sarah M. Erfani, James Bailey 0001	Online CP Decomposition for Sparse Tensors.	ICDM	2018	DBLP DOI BibTeX RDF
14	Sejoon Oh, Namyong Park, Lee Sael, U Kang	Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.	ICDE	2018	DBLP DOI BibTeX RDF
14	Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer	A variable projection method for block term decomposition of higher-order tensors.	ESANN	2018	DBLP BibTeX RDF
14	Grey Ballard, Koby Hayashi, Ramakrishnan Kannan	Parallel Nonnegative CP Decomposition of Dense Tensors.	HiPC	2018	DBLP DOI BibTeX RDF
14	Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun 0001	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.	KDD	2018	DBLP DOI BibTeX RDF
14	Chia-Lun Lee, Shun-Wen Hsiao, Fang Yu	Biparti Majority Learning with Tensors.	BigData Congress	2018	DBLP DOI BibTeX RDF
14	Mahmoud Abo Khamis, Hung Q. Ngo 0001, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich	In-Database Learning with Sparse Tensors.	PODS	2018	DBLP DOI BibTeX RDF
14	Willow Ahrens, Helen Xu 0001, Nicholas Schiefer	A Fill Estimation Algorithm for Sparse Matrices and Tensors in Blocked Formats.	IPDPS	2018	DBLP DOI BibTeX RDF
14	Alexandre Chemin, François Henrotte, Jean-François Remacle, Jean Van Schaftingen	Representing Three-Dimensional Cross Fields Using Fourth Order Tensors.	IMR	2018	DBLP DOI BibTeX RDF
14	Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji	Robust Multilinear Decomposition of Low Rank Tensors.	LVA/ICA	2018	DBLP DOI BibTeX RDF
14	Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer	Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors.	LVA/ICA	2018	DBLP DOI BibTeX RDF
14	Philippe Dreesen, Jeroen De Geeter, Mariya Ishteva	Decoupling Multivariate Functions Using Second-Order Information and Tensors.	LVA/ICA	2018	DBLP DOI BibTeX RDF
14	Mohamad Jouni, Mauro Dalla Mura, Pierre Comon	Some Issues in Computing the CP Decomposition of NonNegative Tensors.	LVA/ICA	2018	DBLP DOI BibTeX RDF
14	Felix Govaers	Time Evolution for Dynamic Probabilistic Tensors in Hierarchical Tucker Decomposition Form.	SAM	2018	DBLP DOI BibTeX RDF
14	Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nikolas D. Sidiropoulos	Imputation of Coupled Tensors and Graphs.	GlobalSIP	2018	DBLP DOI BibTeX RDF
14	Ali Koochakzadeh, Piya Pal	Simplified Algorithms for Canonical Polyadic Decomposition for Over-Complete Even Order Tensors (Ongoing Work).	GlobalSIP	2018	DBLP DOI BibTeX RDF
14	Nipun Batra 0001, Yiling Jia, Hongning Wang, Kamin Whitehouse	Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions.	AAAI	2018	DBLP DOI BibTeX RDF
14	Wenhuan Zhu, Jie Wen	The Decomposition Algorithm of Hankel Tensors.	ICSPCC	2018	DBLP DOI BibTeX RDF
14	Venkatesan T. Chakaravarthy, Jee W. Choi, Douglas J. Joseph, Prakash Murali, Shivmaran S. Pandian, Yogish Sabharwal, Dheeraj Sreedhar	On Optimizing Distributed Tucker Decomposition for Sparse Tensors.	ICS	2018	DBLP DOI BibTeX RDF
14	Jean Argouarc'h	Dependency, skip-grams, association tensors and machine learning for sentence completion.	KONVENS	2018	DBLP BibTeX RDF
14	Aurélien Coussat, Nicolas Nadisic, Loïc Cerf	Mining High-Utility Patterns in Uncertain Tensors.	KES	2018	DBLP DOI BibTeX RDF
14	Spyridon Stathopoulos, Theodore Kalamboukis	Medical Image Classification with Weighted Latent Semantic Tensors and Deep Convolutional Neural Networks.	CLEF	2018	DBLP DOI BibTeX RDF
14	Cem Bassoy, Volker Schatz	Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors.	ICCS (1)	2018	DBLP DOI BibTeX RDF
14	Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani	Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space.	CVPR	2018	DBLP BibTeX RDF
14	Kareem S. Aggour, Alex Gittens, Bülent Yener	Accelerating a Distributed CPD Algorithm for Large Dense, Skewed Tensors.	IEEE BigData	2018	DBLP DOI BibTeX RDF
14	Antoine Chevreuil, Philippe Loubaton	On The Non-Detectability of Spiked Large Random Tensors.	SSP	2018	DBLP DOI BibTeX RDF
14	Jing Xia, Guanghui Cheng, Jifei Miao	An Adaptive Nonunitary Joint Diagonalization Algorithm of High-Order Tensors.	CISP-BMEI	2018	DBLP DOI BibTeX RDF
14	Kishan Wimalawarne, Hiroshi Mamitsuka	Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms.	NeurIPS	2018	DBLP BibTeX RDF
14	Osman Asif Malik, Stephen Becker	Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch.	NeurIPS	2018	DBLP BibTeX RDF
14	Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda	Legendre Decomposition for Tensors.	NeurIPS	2018	DBLP BibTeX RDF