Maboud F. Kaloorazi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Subspace Methods

Matrix Approximation

Low Rank Approximation

Top Venues

IEEE Trans. Signal Process.

Publications

Maboud F. Kaloorazi, S. Ahmadi-Asl, Susanto Rahardja
Randomized two-sided subspace iteration for low-rank matrix and tensor decomposition. Digit. Signal Process. 149 (2024)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare
An efficient randomized QLP algorithm for approximating the singular value decomposition. Inf. Sci. 648 (2023)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. IEEE Access 11 (2023)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm. IEEE Trans. Veh. Technol. 72 (6) (2023)
Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. CoRR (2022)
Haoyuan Cai, Yingke Zhao, Jie Chen, Wei Chen, Maboud F. Kaloorazi
Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach. IEEE Signal Process. Lett. 28 (2021)
Maboud F. Kaloorazi, Jie Chen
Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. IEEE Trans. Signal Process. 69 (2021)
Maboud F. Kaloorazi, Jie Chen, Fei Li, Dan Wu
An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA. ICSPCC (2021)
Maboud F. Kaloorazi, Jie Chen
Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. CoRR (2021)
Maboud F. Kaloorazi, Jie Chen, Rodrigo C. de Lamare
A QLP Decomposition via Randomization. CoRR (2021)
Longbin Yan, Xiuheng Wang, Min Zhao, Maboud F. Kaloorazi, Jie Chen, Susanto Rahardja
Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information. IEEE Trans. Computational Imaging 6 (2020)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method. EUSIPCO (2020)
Maboud F. Kaloorazi, Jie Chen
Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition. IEEE Trans. Signal Process. 68 (2020)
Maboud F. Kaloorazi, Jie Chen
Low-rank Matrix Approximation Based on Intermingled Randomized Decomposition. ICASSP (2019)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Compressed Randomized Utv Decompositions for Low-rank Matrix Approximations in Data Science. ICASSP (2019)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Study of Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations in Data Science. CoRR (2019)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Subspace-Orbit Randomized - Based Decomposition for Low-Rank Matrix Approximations. EUSIPCO (2018)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Randomized Rank-Revealing UZV Decomposition for Low-Rank Approximation of Matrices. CoRR (2018)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Subspace-Orbit Randomized Decomposition for Low-rank Matrix Approximation. CoRR (2018)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Compressed Randomized UTV Decompositions for Low-Rank Approximations and Big Data Applications. CoRR (2018)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Study of Anomaly Detection Based on Randomized Subspace Methods in IP Networks. CoRR (2017)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Low-rank and sparse matrix recovery based on a randomized rank-revealing decomposition. DSP (2017)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Anomaly detection in IP networks based on randomized subspace methods. ICASSP (2017)
Maboud F. Kaloorazi, Rodrigo C. de Lamare
Switched-randomized robust PCA for foreground and background separation in video surveillance. SAM (2016)