publications

2023

  1. ICLR SNN
    SalientGrads: Sparse Models for Communication Efficient and data aware Distributed Federated Training [coming soon]
    Riyasat Ohib, Bishal Thapaliya, Pratyush Reddy, Jingyu Liu, Vince Calhoun, and Sergey Plis
    ICLR Sparse Neural Networks Workshop 2023

2022

  1. TMLR
    Explicit Group Sparse Projection with Applications to Deep Learning and NMF
    Riyasat Ohib, Nicolas Gillis, Niccolò Dalmasso, Sameena Shah, Vamsi Potluru, and Sergey Plis
    Transactions on Machine Learning Research 2022

2021

  1. NeurIPS Off-RL
    Single-Shot Pruning for Offline Reinforcement Learning
    Samin Yeasar, Riyasat Ohib, Sergey Plis, and Doina Precup
    NeurIPS Offline RL Workshop 2021
  2. ICLR HAET
    Grouped Sparse Projection for Deep Learning
    Riyasat Ohib, Nicolas Gillis, Sergey Plis, and Vamsi Potluru
    ICLR Hardware Aware Efficient Training workshop 2021

2017

  1. IEEE-Xplore
    Power file extraction process from bangladesh grid and exploring ENF based classification accuracy using machine learning
    Samin Yeasar Arnob, Riyasat Ohib, Md Muhtady Muhaisin, and Tanzil Bin Hassan
    In 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) 2017

2016

  1. IEEE-Xplore
    Metal nanoparticle enhanced light absorption in GaAs thin-film solar cell
    Riyasat Ohib, Samin Yeasar Arnob, Md Sayem Ali, Rakibul Hasan Sagor, and Md Ruhul Amin
    In 2016 IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE) 2016
  2. IEEE-SigPort
    ENF Based Grid Classification System: Identifying the Region of Origin of Digital Recordings
    Riyasat Ohib, Samin Yeasar Arnob, Riazul Arefin, Md Amin, and Taslim Reza
    SigPort: IEEE SP Cup 2016 2016