Mohammadreza Malek-Mohammadi

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 7

Top Topics

Low Rank Matrices

Change Point Detection

Correlated Noise

Matrix Completion

Top Venues

IEEE Trans. Signal Process.

Signal Process.

IEEE Signal Process. Lett.

Publications

Doumitrou Daniil Nimara, Mohammadreza Malek-Mohammadi, Petter Ögren, Jieqiang Wei, Vincent Huang
Model-Based Reinforcement Learning for Cavity Filter Tuning. L4DC (2023)
Alireza Setayesh, Ehsan Yazdian, Mohammadreza Malek-Mohammadi
Direction of arrival estimation with missing data via matrix completion. Signal Image Video Process. 13 (7) (2019)
Arash Owrang, Mohammadreza Malek-Mohammadi, Alexandre Proutière, Magnus Jansson
Consistent Change Point Detection for Piecewise Constant Signals With Normalized Fused LASSO. IEEE Signal Process. Lett. 24 (6) (2017)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Bo Wahlberg
A Class of Nonconvex Penalties Preserving Overall Convexity in Optimization-Based Mean Filtering. IEEE Trans. Signal Process. 64 (24) (2016)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Bo Wahlberg
A Class of Nonconvex Penalties Preserving Overall Convexity in Optimization-Based Mean Filtering. CoRR (2016)
Mohammadreza Malek-Mohammadi, Ali Koochakzadeh, Massoud Babaie-Zadeh, Magnus Jansson, Cristian R. Rojas
Successive Concave Sparsity Approximation for Compressed Sensing. IEEE Trans. Signal Process. 64 (21) (2016)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Magnus Jansson, Massoud Babaie-Zadeh
Upper bounds on the error of sparse vector and low-rank matrix recovery. Signal Process. 120 (2016)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Magnus Jansson, Massoud Babaie-Zadeh
Upper Bounds on the Error of Sparse Vector and Low-Rank Matrix Recovery. CoRR (2015)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Performance guarantees for Schatten-p quasi-norm minimization in recovery of low-rank matrices. Signal Process. 114 (2015)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. CoRR (2015)
Ali Koochakzadeh, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Multi-antenna assisted spectrum sensing in spatially correlated noise environments. Signal Process. 108 (2015)
Mohammadreza Malek-Mohammadi, Ali Koochakzadeh, Massoud Babaie-Zadeh, Magnus Jansson, Cristian R. Rojas
Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels. CoRR (2015)
Mohammadreza Malek-Mohammadi, Magnus Jansson, Arash Owrang, Ali Koochakzadeh, Massoud Babaie-Zadeh
DOA estimation in partially correlated noise using low-rank/sparse matrix decomposition. SAM (2014)
Mohammadreza Malek-Mohammadi, Magnus Jansson, Arash Owrang, Ali Koochakzadeh, Massoud Babaie-Zadeh
DOA Estimation in Partially Correlated Noise Using Low-Rank/Sparse Matrix Decomposition. CoRR (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten
Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function. IEEE Trans. Signal Process. 62 (4) (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. IEEE Trans. Signal Process. 62 (20) (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Performance Guarantees for Schatten-$p$ Quasi-Norm Minimization in Recovery of Low-Rank Matrices. CoRR (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten
Recovery of Low Rank Matrices Under Affine Constraints via a Smoothed Rank Function. CoRR (2013)
Hooshang Ghasemi, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Christian Jutten
SRF: Matrix completion based on smoothed rank function. ICASSP (2011)
Farzan Haddadi, Mohammadreza Malek-Mohammadi, Mohammad Mahdi Nayebi, Mohammad Reza Aref
Statistical performance analysis of MDL source enumeration in array processing. IEEE Trans. Signal Process. 58 (1) (2010)
Farzan Haddadi, Mohammadreza Malek-Mohammadi, Mohammad Mahdi Nayebi, Mohammad Reza Aref
Statistical Performance Analysis of MDL Source Enumeration in Array Processing CoRR (2009)