Pablo Soto-Quiros

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Matrix Approximation

Data Compression

Principal Component Analysis

Dimensionality Reduction

Top Venues

Signal Process.

J. Comput. Appl. Math.

Publications

Pablo Soto-Quiros, Anatoli Torokhti
Fast random vector transforms in terms of pseudo-inverse within the Wiener filtering paradigm. J. Comput. Appl. Math. 448 (2024)
Jeffry Chavarría-Molina, Juan Jose Fallas-Monge, Pablo Soto-Quiros
FroImPro: A MATLAB Toolbox for Image Processing Based on the Frobenius Norm. TSP (2024)
Jeffry Chavarría-Molina, Juan Jose Fallas-Monge, Pablo Soto-Quiros
Effective implementation to reduce execution time of a low-rank matrix approximation problem. J. Comput. Appl. Math. 401 (2022)
Pablo Soto-Quiros
A Regularized Alternating Least-Squares Method for Minimizing a Sum of Squared Euclidean Norms with Rank Constraint. J. Appl. Math. 2022 (2022)
Phil G. Howlett, Anatoli Torokhti, Peter J. Pudney, Pablo Soto-Quiros
Multilinear Karhunen-Loève Transforms. IEEE Trans. Signal Process. 70 (2022)
Pablo Soto-Quiros
A Least-Squares Problem of a Linear Tensor Equation of Third-Order for Audio and Color Image Processing. TSP (2022)
Alicia Cordero, Pablo Soto-Quiros, Juan R. Torregrosa
A general class of arbitrary order iterative methods for computing generalized inverses. Appl. Math. Comput. 409 (2021)
Pablo Soto-Quiros, Juan Jose Fallas-Monge, Jeffry Chavarría-Molina
A Fast Algorithm for Image Deconvolution Based on a Rank Constrained Inverse Matrix Approximation Problem. ICICT (2) (2021)
Pablo Soto-Quiros, Anatoli Torokhti
Extended Principal Component Analysis. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti, Stanley J. Miklavcic
Second Degree Model for Multi-Compression and Recovery of Distributed Signals. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti
Data Compression: Multi-Term Approach. CoRR (2021)
Pablo Soto-Quiros, Anatoli Torokhti
Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part II: The case of signal samples. Signal Process. 154 (2019)
Anatoli Torokhti, Pablo Soto-Quiros
Improvement in accuracy for dimensionality reduction and reconstruction of noisy signals. Part I: The case of random signals. Signal Process. 154 (2019)
Pablo Soto-Quiros, Anatoli Torokhti
Multi-Objective Operator for Optimal Compression and De-compression of Random Signals. IWOBI (2018)
Pablo Soto-Quiros, Anatoli Torokhti
Extended karhunen-loève transform. TSP (2017)
Pablo Soto-Quiros, Anatoli Torokhti
Optimal transforms of random vectors: The case of successive optimizations. Signal Process. 132 (2017)
Anatoli Torokhti, Pablo Soto-Quiros
Generalized Brillinger-Like Transforms. IEEE Signal Process. Lett. 23 (6) (2016)
Alex Grant, Anatoli Torokhti, Pablo Soto-Quiros
Compression and Recovery of Distributed Random Signals. CoRR (2015)