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Ashkan Esmaeili · SciRah

Researcher profile · Semantic Scholar

Ashkan Esmaeili

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Ashkan Esmaeili — researcher profile on SciRah

h-index: 9
Works: 28
Citations: 211

Most-cited papers

A Novel Approach to Quantized Matrix Completion Using Huber Loss Measure
Ashkan Esmaeili, F. Marvasti
2018IEEE Signal Processing Letters35 citations Open access
Semantic Scholar
CNLL: A Semi-supervised Approach For Continual Noisy Label Learning
Nazmul Karim, Umar Khalid, Ashkan Esmaeili, Nazanin Rahnavard
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)28 citations Open access
Semantic Scholar
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection
Umar Khalid, Ashkan Esmaeili, Nazmul Karim, Nazanin Rahnavard
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)22 citations Open access
Semantic Scholar
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds
Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Weijia Wang +3 more
2020Computer Vision and Pattern Recognition15 citations Open access
Semantic Scholar
Iterative Null-space Projection Method with Adaptive Thresholding in Sparse Signal Recovery and Matrix Completion
E. Asadi, Ashkan Esmaeili, F. Marvasti
2016arXiv.org15 citations
Semantic Scholar
OBTAIN: Real-Time Beat Tracking in Audio Signals
A. Mottaghi, Kayhan Behdin, Ashkan Esmaeili, M. Heydari +1 more
2017arXiv.org12 citations Open access
Semantic Scholar
Low-Rank and Sparse Decomposition for Low-Query Decision-Based Adversarial Attacks
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Ajmal Saeed Mian +1 more
2024IEEE Transactions on Information Forensics and Security10 citations
Semantic Scholar
Missing Low-Rank and Sparse Decomposition Based on Smoothed Nuclear Norm
M. Azghani, Ashkan Esmaeili, Kayhan Behdin, F. Marvasti
2020IEEE transactions on circuits and systems for video technology (Print)10 citations
Semantic Scholar
Transductive multi-label learning from missing data using smoothed rank function
Ashkan Esmaeili, Kayhan Behdin, M. Fakharian, F. Marvasti
2020Pattern Analysis and Applications9 citations
Semantic Scholar
Facial Keypoint Detection
Ashkan Esmaeili, Khashayar Khosravi, S. Mirjalili
20159 citations
Semantic Scholar
Circulating miR-223/NLRP3 axis and IL-1β level in functional disease progression of amyotrophic lateral sclerosis
M. A. Dezfouli, Davood Shalilahmadi, Gholamreza Shamsaei, Ashkan Esmaeili +2 more
2025Acta Neurologica Belgica7 citations
Semantic Scholar
Transduction with Matrix Completion Using Smoothed Rank Function
Ashkan Esmaeili, Kayhan Behdin, M. Fakharian, F. Marvasti
2018arXiv.org7 citations
Semantic Scholar
Fast methods for recovering sparse parameters in linear low rank models
Ashkan Esmaeili, A. Amini, F. Marvasti
2016IEEE Global Conference on Signal and Information Processing6 citations Open access
Semantic Scholar
Iterative null space projection method with adaptive thresholding in sparse signal recovery
Ashkan Esmaeili, Ehsan Asadi Kangarshahi, F. Marvasti
2018IET Signal Processing5 citations
Semantic Scholar
Comparison of several sparse recovery methods for low rank matrices with random samples
Ashkan Esmaeili, F. Marvasti
2016International Symposium on Telecommunications5 citations Open access
Semantic Scholar
Using empirical covariance matrix in enhancing prediction accuracy of linear models with Missing Information
Ahmadreza Moradipari, S. Shahsavari, Ashkan Esmaeili, F. Marvasti
2016International Conference on Sampling Theory and Applications4 citations Open access
Semantic Scholar
Spectrum Pursuit With Residual Descent for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning
Saeed Vahidian, Mohsen Joneidi, Ashkan Esmaeili, Siavash Khodadadeh +2 more
2022IEEE Access3 citations Open access
Semantic Scholar
Two-Way Spectrum Pursuit for CUR Decomposition and its Application in Joint Column/Row Subset Selection
Ashkan Esmaeili, Mohsen Joneidi, Mehrdad Salimitari, Umar Khalid +1 more
2021International Workshop on Machine Learning for Signal Processing3 citations Open access
Semantic Scholar
Recovering Quantized Data with Missing Information Using Bilinear Factorization and Augmented Lagrangian Method
Ashkan Esmaeili, Kayhan Behdin, Sina Alemohammad, F. Marvasti
2018arXiv.org3 citations
Semantic Scholar
LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, M. Shah +1 more
2021arXiv.org2 citations
Semantic Scholar
Testing the Impact of Phone Texting Reminders for Children's Immunization Appointments in Rural Cameroon: Protocol for a Nonrandomized Controlled Trial
Y. E. Ngah, Ghazal Raoufi, Maral Amirkhani, Ashkan Esmaeili +8 more
2023JMIR Research Protocols1 citations Open access
Semantic Scholar
Optimality of Spectrum Pursuit for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning
Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Siavash Khodadadeh
20201 citations Open access
Semantic Scholar
Generative Model Adversarial Training for Deep Compressed Sensing
Ashkan Esmaeili
2021arXiv.org0 citations
Semantic Scholar
Information in Missing Patterns: Enhancing Prediction Accuracy in Weighted Linear Regression with Missing Data Using Soft Clustering
Ashkan Esmaeili, M. Fakharian, Yasaman Amiri Abyaneh
20200 citations Open access
Semantic Scholar
Asymptotic Optimality of Self-Representative Low-Rank Approximation and Its Applications
Saeed Vahidian, Mohsen Joneidi, Ashkan Esmaeili, Siavash Khodadadeh +5 more
20200 citations
Semantic Scholar
A Novel Approach to Sparse Inverse Covariance Estimation Using Transform Domain Updates and Exponentially Adaptive Thresholding
Ashkan Esmaeili, F. Marvasti
2018arXiv.org0 citations
Semantic Scholar
New Methods of Enhancing Prediction Accuracy in Linear Models with Missing Data
M. Fakharian, Ashkan Esmaeili, F. Marvasti
2017arXiv.org0 citations
Semantic Scholar
Optimizing sensing duration for multiple secondary users in cognitive radio networks
Ashkan Esmaeili, S. Mashhadi
2014Iran Workshop on Communication and Information Theory0 citations
Semantic Scholar

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