Maboud F. Kaloorazi

S. Ahmadi-Asl

Susanto Rahardja

Digit. Signal Process., 2024

2023

An efficient randomized QLP algorithm for approximating the singular value decomposition.

[BibT_eX]

[DOI]

Inf. Sci., November, 2023

Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., June, 2023

Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition.

[BibT_eX]

[DOI]

IEEE Access, 2023

2021

Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Online Generalized Eigenvectors Extraction Via a Fixed-Point Approach.

[BibT_eX]

[DOI]

Haoyuan Cai

IEEE Trans. Signal Process., 2021

Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

A QLP Decomposition via Randomization.

[BibT_eX]

[DOI]

CoRR, 2021

An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Signal Processing, 2021

2020

Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Low-Rank Approximation of Matrices Via A Rank-Revealing Factorization with Randomization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix Recovery.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Study of Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations in Data Science.

[BibT_eX]

[DOI]

CoRR, 2019

Compressed Randomized Utv Decompositions for Low-rank Matrix Approximations in Data Science.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Low-rank Matrix Approximation Based on Intermingled Randomized Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Subspace-Orbit Randomized Decomposition for Low-Rank Matrix Approximations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Randomized Rank-Revealing UZV Decomposition for Low-Rank Approximation of Matrices.

[BibT_eX]

[DOI]

CoRR, 2018

Compressed Randomized UTV Decompositions for Low-Rank Approximations and Big Data Applications.

[BibT_eX]

[DOI]

CoRR, 2018

Subspace-Orbit Randomized Decomposition for Low-rank Matrix Approximation.

[BibT_eX]

[DOI]

CoRR, 2018

Subspace-Orbit Randomized - Based Decomposition for Low-Rank Matrix Approximations.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Study of Anomaly Detection Based on Randomized Subspace Methods in IP Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Low-rank and sparse matrix recovery based on a randomized rank-revealing decomposition.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Anomaly detection in IP networks based on randomized subspace methods.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Switched-randomized robust PCA for foreground and background separation in video surveillance.

[BibT_eX]

[DOI]