Carmeliza Navasca

Orcid: 0000-0001-9540-5366

According to our database1, Carmeliza Navasca authored at least 19 papers between 2006 and 2024.

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Bibliography

2024
A Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression.
Proceedings of the Data Compression Conference, 2024

2023
Exploring and Analyzing Wildland Fire Data Via Machine Learning Techniques.
CoRR, 2023

2022
Low-CP-Rank Tensor Completion via Practical Regularization.
J. Sci. Comput., 2022

Covid-19 Analysis Using Tensor Methods.
CoRR, 2022

2021
Tensor Deblurring and Denoising Using Total Variation.
CoRR, 2021

2020
Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018
Low-rank approximation of tensors via sparse optimization.
Numer. Linear Algebra Appl., 2018

Tensor Completion via the CP Decomposition.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2015
Adaptive Low Rank Approximation for Tensors.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Random Projections for Low Multilinear Rank Tensors.
Proceedings of the Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015

2014
News Algorithms for tensor decomposition based on a reduced functional.
Numer. Linear Algebra Appl., 2014

Tensor restricted isometry property for multilinear sparse system of genomic interactions.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Solving Multilinear Systems via Tensor Inversion.
SIAM J. Matrix Anal. Appl., 2013

2012
Randomized tensor-based algorithm for image classification.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2010
Tensors as module homomorphisms over group rings
CoRR, 2010

Approximation of low rank solutions for linear quadratic control of partial differential equations.
Comput. Optim. Appl., 2010

2009
Low multilinear rank tensor approximation via semidefinite programming.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Swamp reducing technique for tensor decomposition.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2006
Iterative Solution of Algebraic Riccati Equations for Damped Systems.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006


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