Carmeliza Navasca

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression.

Ramin Goudarzi Karim, Dipak Dulal, Carmeliza Navasca

Proceedings of the Data Compression Conference, 2024

2023

Exploring and Analyzing Wildland Fire Data Via Machine Learning Techniques.

Dipak Dulal, Joseph J. Charney, Michael R. Gallagher, Carmeliza Navasca, Nicholas S. Skowronski

CoRR, 2023

2022

Low-CP-Rank Tensor Completion via Practical Regularization.

Jiahua Jiang, Fatoumata Sanogo, Carmeliza Navasca

J. Sci. Comput., 2022

Covid-19 Analysis Using Tensor Methods.

Dipak Dulal, Ramin Goudarzi Karim, Carmeliza Navasca

CoRR, 2022

2021

Tensor Deblurring and Denoising Using Total Variation.

Fatoumata Sanogo, Carmeliza Navasca, Stefan Kindermann

CoRR, 2021

2020

Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos.

Ramin Goudarzi Karim, Guimu Guo, Da Yan, Carmeliza Navasca

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018

Low-rank approximation of tensors via sparse optimization.

Xiaofei Wang, Carmeliza Navasca

Numer. Linear Algebra Appl., 2018

Tensor Completion via the CP Decomposition.

Fatoumata Sanogo, Carmeliza Navasca

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2015

Adaptive Low Rank Approximation for Tensors.

Xiaofei Wang, Carmeliza Navasca

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Random Projections for Low Multilinear Rank Tensors.

Carmeliza Navasca, Deonnia N. Pompey

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.

Stefan Kindermann, Carmeliza Navasca

Numer. Linear Algebra Appl., 2014

Tensor restricted isometry property for multilinear sparse system of genomic interactions.

Alexandra Fry, Carmeliza Navasca

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Solving Multilinear Systems via Tensor Inversion.

Michael J. Brazell, Na Li, Carmeliza Navasca, Christino Tamon

SIAM J. Matrix Anal. Appl., 2013

2012

Randomized tensor-based algorithm for image classification.

Ryan Sigurdson, Carmeliza Navasca

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2010

Tensors as module homomorphisms over group rings

Carmeliza Navasca, Michael Opperman, Timothy Penderghest, Christino Tamon

CoRR, 2010

Approximation of low rank solutions for linear quadratic control of partial differential equations.

Kirsten Morris, Carmeliza Navasca

Comput. Optim. Appl., 2010

2009

Low multilinear rank tensor approximation via semidefinite programming.

Carmeliza Navasca, Lieven De Lathauwer

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Swamp reducing technique for tensor decomposition.

Carmeliza Navasca, Lieven De Lathauwer, Stefan Kindermann

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2006

Iterative Solution of Algebraic Riccati Equations for Damped Systems.

Kirsten Morris, Carmeliza Navasca

Proceedings of the 45th IEEE Conference on Decision and Control, 2006