publications

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

2024

  1. arxiv
    Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
    Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite , and 3 more authors
    arxiv, 2024
  2. arxiv
    Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
    Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite , and 3 more authors
    bioarxiv, 2024

2023

  1. NeurIPS DeepGen
    Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder
    Eloy Geenjaar, Donghyun Kim, Riyasat Ohib , and 4 more authors
    Deep Generative Models for Health Workshop NeurIPS 2023, 2023
  2. ICLR SNN
    SalientGrads: Sparse Models for Communication Efficient and data aware Distributed Federated Training
    Riyasat Ohib, Bishal Thapaliya, Pratyush Reddy , and 3 more authors
    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 , and 3 more authors
    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 1 more author
    NeurIPS Offline RL Workshop, 2021
  2. ICLR HAET
    Grouped Sparse Projection for Deep Learning
    Riyasat Ohib, Nicolas Gillis, Sergey Plis , and 1 more author
    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 1 more author
    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 , and 2 more authors
    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 , and 2 more authors
    SigPort: IEEE SP Cup 2016, 2016