Maboud F. Kaloorazi

28 papers B 1Misc 3Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Row-Sparse Tensor Decomposition-Based Approach for Fading Channel Prediction. IEEE Wirel. Commun. Lett. Zhiyuan Li, Mengfei Zhang, Maboud F. Kaloorazi, Jie Chen, Lingji Xu
2024	—	`conf`	Fast Low-Rank Approximation of Matrices via Randomization with Application to Tensor Completion. ICSPCC Maboud F. Kaloorazi, Salman Ahmadi-Asl, Jie Chen, Susanto Rahardja
2024	B	`conf`	Low-Rank Matrix and Tensor Decomposition Using Randomized Two-Sided Subspace Iteration With Application to Video Reconstruction. ICIP Maboud F. Kaloorazi, Salman Ahmadi-Asl, Susanto Rahardja
2024	J	`jnl`	Randomized two-sided subspace iteration for low-rank matrix and tensor decomposition. Digit. Signal Process. Maboud F. Kaloorazi, Salman Ahmadi-Asl, Susanto Rahardja
2023	J	`jnl`	An efficient randomized QLP algorithm for approximating the singular value decomposition. Inf. Sci. Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare
2023	J	`jnl`	Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm. IEEE Trans. Veh. Technol. Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
2023	J	`jnl`	Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. IEEE Access Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
2022	J	`jnl`	Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. CoRR Maboud F. Kaloorazi, Kai Liu, Jie Chen, Rodrigo C. de Lamare, Susanto Rahardja
2021	J	`jnl`	A QLP Decomposition via Randomization. CoRR Maboud F. Kaloorazi, Jie Chen, Rodrigo C. de Lamare
2021	—	`conf`	An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA. ICSPCC Maboud F. Kaloorazi, Jie Chen, Fei Li, Dan Wu
2021	J	`jnl`	Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach. IEEE Signal Process. Lett. Haoyuan Cai, Yingke Zhao, Jie Chen, Wei Chen, Maboud F. Kaloorazi
2021	J	`jnl`	Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. IEEE Trans. Signal Process. Maboud F. Kaloorazi, Jie Chen
2021	J	`jnl`	Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. CoRR Maboud F. Kaloorazi, Jie Chen
2020	J	`jnl`	Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition. IEEE Trans. Signal Process. Maboud F. Kaloorazi, Jie Chen
2020	—	`conf`	Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method. EUSIPCO Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
2020	J	`jnl`	Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information. IEEE Trans. Computational Imaging Longbin Yan, Xiuheng Wang, Min Zhao, Maboud F. Kaloorazi, Jie Chen, Susanto Rahardja
2019	Misc	`conf`	Compressed Randomized Utv Decompositions for Low-rank Matrix Approximations in Data Science. ICASSP Maboud F. Kaloorazi, Rodrigo C. de Lamare
2019	Misc	`conf`	Low-rank Matrix Approximation Based on Intermingled Randomized Decomposition. ICASSP Maboud F. Kaloorazi, Jie Chen
2019	J	`jnl`	Study of Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations in Data Science. CoRR Maboud F. Kaloorazi, Rodrigo C. de Lamare
2018	J	`jnl`	Compressed Randomized UTV Decompositions for Low-Rank Approximations and Big Data Applications. CoRR Maboud F. Kaloorazi, Rodrigo C. de Lamare
2018	J	`jnl`	Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations. IEEE J. Sel. Top. Signal Process. Maboud F. Kaloorazi, Rodrigo C. de Lamare
2018	J	`jnl`	Randomized Rank-Revealing UZV Decomposition for Low-Rank Approximation of Matrices. CoRR Maboud F. Kaloorazi, Rodrigo C. de Lamare
2018	—	`conf`	Subspace-Orbit Randomized - Based Decomposition for Low-Rank Matrix Approximations. EUSIPCO Maboud F. Kaloorazi, Rodrigo C. de Lamare
2018	J	`jnl`	Subspace-Orbit Randomized Decomposition for Low-rank Matrix Approximation. CoRR Maboud F. Kaloorazi, Rodrigo C. de Lamare
2017	Misc	`conf`	Anomaly detection in IP networks based on randomized subspace methods. ICASSP Maboud F. Kaloorazi, Rodrigo C. de Lamare
2017	—	`conf`	Low-rank and sparse matrix recovery based on a randomized rank-revealing decomposition. DSP Maboud F. Kaloorazi, Rodrigo C. de Lamare
2017	J	`jnl`	Study of Anomaly Detection Based on Randomized Subspace Methods in IP Networks. CoRR Maboud F. Kaloorazi, Rodrigo C. de Lamare
2016	—	`conf`	Switched-randomized robust PCA for foreground and background separation in video surveillance. SAM Maboud F. Kaloorazi, Rodrigo C. de Lamare