Seyed Saman Saboksayr

Ph.D. candidate at
University of Rochester

Home • Publications

    2024

  1. Block successive convex approximation for concomitant linear DAG estimation
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mariano Tepper
    IEEE SAM
  2. CoLiDE: Concomitant linear DAG estimation
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mariano Tepper
    ICLR  ---≻  Pdf  •  GitHub
  3. A tensor decomposition reveals ageing-induced differences in muscle and grip-load force couplings during object lifting
    Chang Ye, Seyed Saman Saboksayr, William Shaw, Rachel Coats, Sarah Astill, Gonzalo Mateos, and Ioannis Delis
    Scientific Reports  ---≻  Pdf

    4. 2023

  4. Dual-based online learning of dynamic network topologies
    Seyed Saman Saboksayr and Gonzalo Mateos
    ICASSP  ---≻  Pdf

    5. 2021

  5. Accelerated graph learning from smooth signals
    Seyed Saman Saboksayr and Gonzalo Mateos
    IEEE Signal Processing Letters  ---≻  Pdf
  6. Online discriminative graph learning from multi-class smooth signals
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mujdat Cetin
    Signal Processing - Special issue on 'Processing and learning over graphs'  ---≻  Pdf
  7. Fast topology identification from smooth graph signals
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mujdat Cetin
    BalkanCom  ---≻  Pdf
  8. Online graph learning under smoothness priors
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mujdat Cetin
    EUSIPCO  ---≻  Pdf
  9. EEG-based emotion classification using graph signal processing
    Seyed Saman Saboksayr, Gonzalo Mateos, and Mujdat Cetin
    ICASSP  ---≻  Pdf

    10. 2020

  10. Attention-deficit/hyperactivity disorder prediction using graph convolutional networks
    Seyed Saman Saboksayr, John Foxe, and Axel Wismueller
    SPIE Medical Imaging  ---≻  Pdf
  11. Classification of Attention-Deficit/Hyperactivity Disorder from resting-state functional MRI with mutual connectivity analysis
    Seyed Saman Saboksayr, John Foxe, and Axel Wismueller
    SPIE Medical Imaging  ---≻  Pdf
  12. Large-scale extended Granger Causality (lsXGC) for classification of Autism Spectrum Disorder from resting-state functional MRI
    Axel Wismueller, John Foxe, and Seyed Saman Saboksayr
    SPIE Medical Imaging  ---≻  Pdf