Carmeliza Navasca

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Image Compression

Low Rank Approximation

Tensor Decomposition

Top Venues

Numer. Linear Algebra Appl.

Publications

Ramin Goudarzi Karim, Dipak Dulal, Carmeliza Navasca
A Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression. DCC (2024)
Ramin Goudarzi Karim, Dipak Dulal, Carmeliza Navasca
Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression. CoRR (2024)
Dipak Dulal, Joseph J. Charney, Michael R. Gallagher, Carmeliza Navasca, Nicholas S. Skowronski
Exploring and Analyzing Wildland Fire Data Via Machine Learning Techniques. CoRR (2023)
Dipak Dulal, Ramin Goudarzi Karim, Carmeliza Navasca
Covid-19 Analysis Using Tensor Methods. CoRR (2022)
Jiahua Jiang, Fatoumata Sanogo, Carmeliza Navasca
Low-CP-Rank Tensor Completion via Practical Regularization. J. Sci. Comput. 91 (1) (2022)
Jiahua Jiang, Fatoumata Sanogo, Carmeliza Navasca
Low-CP-rank Tensor Completion via Practical Regularization. CoRR (2021)
Fatoumata Sanogo, Carmeliza Navasca, Stefan Kindermann
Tensor Deblurring and Denoising Using Total Variation. CoRR (2021)
Ramin Goudarzi Karim, Guimu Guo, Da Yan, Carmeliza Navasca
Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos. ACSSC (2020)
Fatoumata Sanogo, Carmeliza Navasca
Tensor Completion via the CP Decomposition. ACSSC (2018)
Xiaofei Wang, Carmeliza Navasca
Low-rank approximation of tensors via sparse optimization. Numer. Linear Algebra Appl. 25 (2) (2018)
Xiaofei Wang, Carmeliza Navasca
Adaptive Low Rank Approximation for Tensors. ICCV Workshops (2015)
Alexandra Fry, Carmeliza Navasca
Tensor restricted isometry property for multilinear sparse system of genomic interactions. ACSSC (2014)
Stefan Kindermann, Carmeliza Navasca
News Algorithms for tensor decomposition based on a reduced functional. Numer. Linear Algebra Appl. 21 (3) (2014)
Michael J. Brazell, Na Li, Carmeliza Navasca, Christino Tamon
Solving Multilinear Systems via Tensor Inversion. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Ryan Sigurdson, Carmeliza Navasca
Randomized tensor-based algorithm for image classification. ACSCC (2012)
Kirsten Morris, Carmeliza Navasca
Approximation of low rank solutions for linear quadratic control of partial differential equations. Comput. Optim. Appl. 46 (1) (2010)
Carmeliza Navasca, Michael Opperman, Timothy Penderghest, Christino Tamon
Tensors as module homomorphisms over group rings CoRR (2010)
Carmeliza Navasca, Lieven De Lathauwer
Low multilinear rank tensor approximation via semidefinite programming. EUSIPCO (2009)
Carmeliza Navasca, Lieven De Lathauwer, Stefan Kindermann
Swamp reducing technique for tensor decomposition. EUSIPCO (2008)
Kirsten Morris, Carmeliza Navasca
Iterative Solution of Algebraic Riccati Equations for Damped Systems. CDC (2006)