farokh marvasti

About farokh marvasti

farokh marvasti, With an exceptional h-index of 39 and a recent h-index of 23 (since 2020), a distinguished researcher at Sharif University of Technology, specializes in the field of Nonuniform Sampling Theory, Machine Learning and Sparse Signal Processing, Iterative Methods for Inverse Systems, Overloaded CDM.

His recent articles reflect a diverse array of research interests and contributions to the field:

Algorithmic trading using continuous action space deep reinforcement learning

Joint signal recovery and graph learning from incomplete time-series

Learning Spatio-Temporal Graphical Models From Incomplete Observations

Machine learning-based denoising of an image

Acceleration Algorithms for Iterative Methods

Distributed Estimation with Partially Accessible Information: An IMAT Approach to LMS Diffusion

Forensic discrimination between traditional and compressive imaging by blurring kernel investigation

Enhancing the SEFDM Performance in High-Doppler Channels

farokh marvasti Information

University

Position

EE and ACRI

Citations(all)

6652

Citations(since 2020)

1968

Cited By

5593

hIndex(all)

39

hIndex(since 2020)

23

i10Index(all)

119

i10Index(since 2020)

52

Email

University Profile Page

Sharif University of Technology

Google Scholar

View Google Scholar Profile

farokh marvasti Skills & Research Interests

Nonuniform Sampling Theory

Machine Learning and Sparse Signal Processing

Iterative Methods for Inverse Systems

Overloaded CDM

Top articles of farokh marvasti

Title

Journal

Author(s)

Publication Date

Algorithmic trading using continuous action space deep reinforcement learning

Expert Systems with Applications

Naseh Majidi

Mahdi Shamsi

Farokh Marvasti

2024/1/1

Joint signal recovery and graph learning from incomplete time-series

Amirhossein Javaheri

Arash Amini

Farokh Marvasti

Daniel P Palomar

2024/4/14

Learning Spatio-Temporal Graphical Models From Incomplete Observations

IEEE Transactions on Signal Processing

Amirhossein Javaheri

Arash Amini

Farokh Marvasti

Daniel P Palomar

2024/3/13

Machine learning-based denoising of an image

2024/1/30

Acceleration Algorithms for Iterative Methods

Mahdi Shamsi

Farokh Marvasti

2024/1/5

Distributed Estimation with Partially Accessible Information: An IMAT Approach to LMS Diffusion

arXiv preprint arXiv:2310.09970

Mahdi Shamsi

Farokh Marvasti

2023/10/15

Forensic discrimination between traditional and compressive imaging by blurring kernel investigation

Multimedia Tools and Applications

Ali Taimori

Hadi Zayyani

Farokh Marvasti

2023/10/12

Enhancing the SEFDM Performance in High-Doppler Channels

arXiv preprint arXiv:2309.11774

Mahdi Shamsi

Farokh Marvasti

2023/9/21

A deep learning approach for reconstruction in millimeter-wave imaging systems

IEEE Transactions on Antennas and Propagation

Peyman Rostami

Hojatollah Zamani

Mohammad Fakharzadeh

Arash Amini

Farokh Marvasti

2022/10/5

Robust adaptive generalized correntropy-based smoothed graph signal recovery with a kernel width learning

arXiv preprint arXiv:2209.09009

Razieh Torkamani

Hadi Zayyani

Farokh Marvasti

2022/9/19

Non-coherent DOA estimation via majorization-minimization using sign information

IEEE Signal Processing Letters

Mohammadreza Delbari

Amirhossein Javaheri

Hadi Zayyani

Farokh Marvasti

2022/3/24

Impulsive noise removal via a blind CNN enhanced by an iterative post-processing

Signal Processing

Sahar Sadrizadeh

Hatef Otroshi-Shahreza

Farokh Marvasti

2022/3/1

Designing Low Coherent Measurement Matrix With Controlled Spectral Norm Via an Efficient Approximation of -Norm

IEEE Signal Processing Letters

Alireza Heshmati

Sajjad Amini

Shahrokh Ghaemmaghami

Farokh Marvasti

2022/10/27

Efficient Sparse Artificial Neural Networks

arXiv preprint arXiv:2103.07674

Seyed Majid Naji

Azra Abtahi

Farokh Marvasti

2021/3/13

Joint topology learning and graph signal recovery using variational Bayes in non-Gaussian noise

Mahmoud Ramezani-Mayiami

Baltasar Beferull-Lozano

2018/9/17

Sparsity-Based MIMO Radars

Azra Abtahi

Farokh Marvasti

2021/2/13

Removing impulsive noise from color images via a residual deep neural network enhanced by post-processing

Sahar Sadrizadeh

Hatef Otroshi-Shahreza

Farokh Marvasti

2021/8/23

A Flexible Approach to Interference Cancellation in Distributed Sensor Networks

IEEE Communications Letters

Mahdi Shamsi

Alireza Moslemi Haghighi

Nasim Bagheri

Farrokh Marvasti

2021/2/4

The underlying mechanisms of alignment in error backpropagation through arbitrary weights

Alireza Rahmansetayesh

Ali Ghazizadeh

Farokh Marvasti

2021/6/13

Feedback alignment with weight normalization can provide a biologically plausible mechanism for learning

bioRxiv

Alireza Rahmansetayesh

Ali Ghazizadeh

Farokh Marvasti

2021/6/13

See List of Professors in farokh marvasti University(Sharif University of Technology)

Co-Authors

H-index: 151
Hugh Markus

Hugh Markus

University of Cambridge

H-index: 51
Akram Aldroubi

Akram Aldroubi

Vanderbilt University

H-index: 42
Mahdi Soltanolkotabi

Mahdi Soltanolkotabi

University of Southern California

H-index: 39
Soheil Feizi

Soheil Feizi

University of Maryland, Baltimore

H-index: 29
Panos Kosmas

Panos Kosmas

King's College

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