publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Deep greedy unfolding: Sorting out argsorting in greedy sparse recovery algorithms
    Sina Mohammad-Taheri, Matthew J Colbrook, and Simone Brugiapaglia
    arXiv preprint arXiv:2505.15661, 2025
  2. The greedy side of the LASSO: new algorithms for weighted sparse recovery via loss function-based orthogonal matching pursuit: S. Mohammad-Taheri, S. Brugiapaglia
    Sina Mohammad-Taheri and Simone Brugiapaglia
    Sampling Theory, Signal Processing, and Data Analysis, 2025
  3. Greedy sparse recovery algorithms: from weighted generalizations to deep unrolling
    Sina Mohammad-Taheri
    Concordia University, 2025

2024

  1. OMP-Net: Neural network unrolling of weighted Orthogonal Matching Pursuit
    Sina Mohammad-Taheri, Matthew J Colbrook, and Simone Brugiapaglia
    In 2024 International Workshop on the Theory of Computational Sensing and its Applications to Radar, Multimodal Sensing and Imaging (CoSeRa), 2024

2016

  1. Slope analysis based methods for detection of ventricular fibrillation and ventricular tachycardia
    Sina Mohammad-Taheri, Mohammad-Ali Masnadi Shirazi, and Amin Rafiezade
    In 2016 24th Iranian Conference on Electrical Engineering (ICEE), 2016