Carmeliza Navasca

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression	2024	Ramin Goudarzi Karim Dipak Dulal Carmeliza Navasca
+	Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression	2024	Ramin Goudarzi Karim Dipak Dulal Carmeliza Navasca
+	Exploring and Analyzing Wildland Fire Data Via Machine Learning Techniques	2023	Dipak Dulal Joseph J. Charney Michael R. Gallagher Carmeliza Navasca Nicholas S. Skowronski
+ PDF Chat	Low-CP-Rank Tensor Completion via Practical Regularization	2022	Jiahua Jiang Fatoumata Sanogo Carmeliza Navasca
+	Decomposition for a Quaternion Tensor Triplet with Applications	2022	Zhuo‐Heng He Carmeliza Navasca Xiangxiang Wang
+	Covid-19 Analysis Using Tensor Methods	2022	Dipak Dulal Ramin Goudarzi Karim Carmeliza Navasca
+	Tensor Deblurring and Denoising Using Total Variation.	2021	Fatoumata Sanogo Carmeliza Navasca Stefan Kindermann
+ PDF Chat	Tensor Deblurring and Denoising Using Total Variation	2021	Fatoumata Sanogo Carmeliza Navasca Stefan Kindermann
+	Low-CP-rank Tensor Completion via Practical Regularization	2021	Jiahua Jiang Fatoumata Sanogo Carmeliza Navasca
+	Tensor Deblurring and Denoising Using Total Variation	2021	Fatoumata Sanogo Carmeliza Navasca Stefan Kindermann
+	Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos	2020	Ramin Goudarzi Karim Guimu Guo Da Yan Carmeliza Navasca
+	Rank Approximation of a Tensor with Applications in Color Image and Video Processing	2019	Ramin Goudarzi Karim Carmeliza Navasca Da Yan
+	Tensor Completion via the CP Decomposition	2018	Fatoumata Sanogo Carmeliza Navasca
+ PDF Chat	On accelerating the regularized alternating least-squares algorithm for tensors	2018	Xiaofei Wang Carmeliza Navasca Stefan Kindermann
+ PDF Chat	Low‐rank approximation of tensors via sparse optimization	2017	Xiaofei Wang Carmeliza Navasca
+	Tensor decompositions and tensor equations over quaternion algebra	2017	Zhuo‐Heng He Carmeliza Navasca Qing‐Wen Wang
+	Adaptive Low Rank Approximation for Tensors	2015	Xiaofei Wang Carmeliza Navasca
+	Convergence and Acceleration of the Regularized Alternating Least Square Algorithm for Tensor Approximation	2015	Xiaofei Wang Carmeliza Navasca
+	Low Rank Approximation of Tensors via Sparse Optimization	2015	Xiaofei Wang Carmeliza Navasca
+	Random Projections for Low Multilinear Rank Tensors	2015	Carmeliza Navasca Deonnia N. Pompey
+	On Accelerating the Regularized Alternating Least Square Algorithm for Tensors	2015	Xiaofei Wang Carmeliza Navasca Stefan Kindermann
+	Tensor restricted isometry property for multilinear sparse system of genomic interactions	2014	Alexandra Fry Carmeliza Navasca
+	News Algorithms for tensor decomposition based on a reduced functional	2013	Stefan Kindermann Carmeliza Navasca
+	Iterative Methods for Symmetric Outer Product Tensor Decompositions	2013	Na Li Carmeliza Navasca
+ PDF Chat	Solving Multilinear Systems via Tensor Inversion	2013	Michael Brazell Na Li Carmeliza Navasca Christino Tamon
+	Video detection anomaly via low-rank and sparse decompositions	2012	L. Tran Carmeliza Navasca Jiebo Luo
+	Randomized tensor-based algorithm for image classification	2012	Ryan Sigurdson Carmeliza Navasca
+	Some convergence results on the Regularized Alternating Least-Squares method for tensor decomposition	2011	Na Li Stefan Kindermann Carmeliza Navasca
+	Tensor and Matrix Inversions with Applications	2011	Michael Brazell Na Li Carmeliza Navasca Christino Tamon
+	Block Tensor Decomposition for Source Apportionment of Air Pollution	2011	Na Li Carmeliza Navasca Philip K. Hopke Maggie Y. K. Leung
+	Some Convergence Results on the Regularized Alternating Least-Squares Method for Tensor Decomposition	2011	Na Li Stefan Kindermann Carmeliza Navasca
+	Analysis and Approximation of the Canonical Polyadic Tensor Decomposition	2011	Stefan Kindermann Carmeliza Navasca
+	Tensors as module homomorphisms over group rings	2010	Carmeliza Navasca Michael Opperman Timothy Penderghest Christino Tamon
+	Recovering tensor data from incomplete measurement via compressive sampling	2009	Jason R. Holloway Carmeliza Navasca
+	Low multilinear rank tensor approximation via semidefinite programming	2009	Carmeliza Navasca Lieven De Lathauwer
+	Swamp reducing technique for tensor decomposition	2008	Carmeliza Navasca Lieven De Lathauwer Stefan Kindermann
+	Patchy Solutions of Hamilton-Jacobi-Bellman Partial Differential Equations	2007	Carmeliza Navasca Arthur J. Krener
+	Optimal control as a regularization method for ill-posed problems	2006	Stefan Kindermann Carmeliza Navasca
+	Solution of Algebraic Riccati Equations Arising in Control of Partial Differential Equations	2005	Carmeliza Navasca Kirsten Morris
+	The Lax–Friedrichs sweeping method for optimal control problems in continuous and hybrid dynamics	2005	Chiu Yen Kao Carmeliza Navasca Stanley Osher
+	Local Stable Manifold for the Bidirectional Discrete-Time Dynamics	2003	Carmeliza Navasca
+	Solution of Hamilton Jacobi Bellman equations	2002	Carmeliza Navasca Arthur J. Krener
+	Local Solutions of the Dynamic Programming Equations and the Hamilton Jacobi Bellman PDE	2002	Carmeliza Navasca

Common Coauthors

Coauthor	Papers Together
Stefan Kindermann	11
Fatoumata Sanogo	6
Ramin Goudarzi Karim	5
Dipak Dulal	4
Na Li	3
Christino Tamon	3
Na Li	3
Michael Brazell	2
Lieven De Lathauwer	2
Da Yan	2
Zhuo‐Heng He	2
Arthur J. Krener	2
Xiaofei Wang	2
Xiaofei Wang	2
Philip K. Hopke	1
Michael R. Gallagher	1
Xiaofei Wang	1
Xiaofei Wang	1
Qing‐Wen Wang	1
Guimu Guo	1
Jiahua Jiang	1
Chiu Yen Kao	1
L. Tran	1
Alexandra Fry	1
Stanley Osher	1
Deonnia N. Pompey	1
Jason R. Holloway	1
Ryan Sigurdson	1
Jiahua Jiang	1
Michael Opperman	1
Xiangxiang Wang	1
Kirsten Morris	1
Joseph J. Charney	1
Jiebo Luo	1
Timothy Penderghest	1
Maggie Y. K. Leung	1
Nicholas S. Skowronski	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	19
+ PDF Chat	Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem	2008	Vin de Silva Lek‐Heng Lim	14
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	13
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	13
+	Swamp reducing technique for tensor decomposition	2008	Carmeliza Navasca Lieven De Lathauwer Stefan Kindermann	10
+ PDF Chat	Local Convergence of the Alternating Least Squares Algorithm for Canonical Tensor Approximation	2012	André Uschmajew	8
+	Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics	1977	Joseph B. Kruskal	8
+	Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis	1970	Richard A. Harshman	8
+	Proximal alternating linearized minimization for nonconvex and nonsmooth problems	2013	Jérôme Bolte Shoham Sabach Marc Teboulle	8
+	Multi-way Analysis: Applications in the Chemical Sciences	2004	Age K. Smilde Rasmus Bro Paul Geladi	8
+ PDF Chat	Nonnegative approximations of nonnegative tensors	2009	Lek‐Heng Lim Pierre Comon	7
+ PDF Chat	Orthogonal Tensor Decompositions	2001	Tamara G. Kolda	7
+	A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion	2013	Yangyang Xu Wotao Yin	7
+ PDF Chat	Algorithms for Numerical Analysis in High Dimensions	2005	Gregory Beylkin Martin J. Mohlenkamp	7
+ PDF Chat	Symmetric Tensors and Symmetric Tensor Rank	2008	Pierre Comon Gene H. Golub Lek‐Heng Lim Bernard Mourrain	7
+ PDF Chat	Most Tensor Problems Are NP-Hard	2013	Christopher J. Hillar Lek‐Heng Lim	6
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	6
+	A weighted non-negative least squares algorithm for three-way ‘PARAFAC’ factor analysis	1997	Pentti Paatero	5
+ PDF Chat	Decoding by Linear Programming	2005	Emmanuel J. Candès Terence Tao	5
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	5
+	Some convergence results on the Regularized Alternating Least-Squares method for tensor decomposition	2011	Na Li Stefan Kindermann Carmeliza Navasca	5
+	A scalable optimization approach for fitting canonical tensor decompositions	2011	Evrim Acar Daniel Dunlavy Tamara G. Kolda	5
+ PDF Chat	Solving Multilinear Systems via Tensor Inversion	2013	Michael Brazell Na Li Carmeliza Navasca Christino Tamon	5
+	On Model Selection Consistency of Lasso	2006	Peng Zhao Bin Yu	4
+	Tensor decompositions, alternating least squares and other tales	2009	Pierre Comon Xavier Luciani André L. F. de Almeida	4
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	4
+ PDF Chat	Canonical Polyadic Decomposition of Third-Order Tensors: Reduction to Generalized Eigenvalue Decomposition	2014	Ignat Domanov Lieven De Lathauwer	4
+	PARAFAC. Tutorial and applications	1997	Rasmus Bro	4
+	Construction and analysis of degenerate PARAFAC models	2000	Pentti Paatero	4
+	Numerical operator calculus in higher dimensions	2002	Gregory Beylkin Martin J. Mohlenkamp	4
+ PDF Chat	Partial Differential Equations	1988	Shiing-Shen Chern	4
+	A survey of tensor methods	2009	Lieven De Lathauwer	3
+ PDF Chat	Tensor Decompositions, State of the Art and Applications	2002	Pierre Comon	3
+ PDF Chat	Higher-Order Web Link Analysis Using Multilinear Algebra	2006	Tamara G. Kolda Brett W. Bader Joseph P. Kenny	3
+	Regularization of Inverse Problems	1996	Heinz W. Engl Martin Hanke Andreas B. Neubauer	3
+ PDF Chat	The Power of Convex Relaxation: Near-Optimal Matrix Completion	2010	Emmanuel J. Candès Terence Tao	3
+	Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)	2009	Martin J. Wainwright	3
+	Symmetric tensor decomposition	2010	Jérôme Brachat Pierre Comon Bernard Mourrain Elias Tsigaridas	3
+	Solution of Hamilton Jacobi Bellman equations	2002	Carmeliza Navasca Arthur J. Krener	3
+ PDF Chat	Enhancing Sparsity by Reweighted ℓ 1 Minimization	2008	Emmanuel J. Candès Michael B. Wakin Stephen Boyd	3
+	Hierarchical Kronecker tensor-product approximations	2005	Wolfgang Hackbusch Boris N. Khoromskij E. E. Tyrtyshnikov	3
+ PDF Chat	On the convergence of the block nonlinear Gauss–Seidel method under convex constraints	2000	Luigi Grippo Marco Sciandrone	3
+	Numerical computation of the optimal feedback law¶for nonlinear infinite time horizon control problems	2000	Wolfgang Prager	3
+	Handwritten digit classification using higher order singular value decomposition	2006	Berkant Savas Lars Eldén	3
+	An Order-$p$ Tensor Factorization with Applications in Imaging	2013	Carla D. Martin Richard Shafer Betsy LaRue	3
+	Facial Recognition Using Tensor-Tensor Decompositions	2013	Ning Hao Misha E. Kilmer Karen Braman Randy C. Hoover	3
+	Enhanced Line Search: A Novel Method to Accelerate PARAFAC	2008	Myriam Rajih Pierre Comon Richard A. Harshman	3
+	High-Order Essentially Nonoscillatory Schemes for Hamilton–Jacobi Equations	1991	Stanley Osher Chi‐Wang Shu	3
+ PDF Chat	A GCV based Arnoldi-Tikhonov regularization method	2013	Paolo Novati Maria Rosaria Russo	3
+	Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition	2013	Mikael Sørensen Lieven De Lathauwer	3