Efficient federated learning for distributed neuroimaging data
Thapaliya, Bishal, Ohib, Riyasat, Geenjaar, Eloy, Liu, Jingyu, Calhoun, Vince, Plis, Sergey M
Published in Frontiers in neuroinformatics (09.09.2024)
Published in Frontiers in neuroinformatics (09.09.2024)
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Journal Article
Efficient Federated Learning for distributed NeuroImaging Data
Thapaliya, Bishal, Ohib, Riyasat, Geenjar, Eloy, Liu, Jingyu, Calhoun, Vince, Plis, Sergey
Published in bioRxiv (15.05.2024)
Published in bioRxiv (15.05.2024)
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Journal Article
Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
Ohib, Riyasat, Thapaliya, Bishal, Dziugaite, Gintare Karolina, Liu, Jingyu, Calhoun, Vince, Plis, Sergey
Year of Publication 14.05.2024
Year of Publication 14.05.2024
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Journal Article
Learning low-dimensional dynamics from whole-brain data improves task capture
Geenjaar, Eloy, Kim, Donghyun, Ohib, Riyasat, Duda, Marlena, Kashyap, Amrit, Plis, Sergey, Calhoun, Vince
Year of Publication 18.05.2023
Year of Publication 18.05.2023
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Journal Article
SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training
Ohib, Riyasat, Thapaliya, Bishal, Gaggenapalli, Pratyush, Liu, Jingyu, Calhoun, Vince, Plis, Sergey
Year of Publication 15.04.2023
Year of Publication 15.04.2023
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Journal Article
Explicit Group Sparse Projection with Applications to Deep Learning and NMF
Ohib, Riyasat, Gillis, Nicolas, Dalmasso, Niccolò, Shah, Sameena, Potluru, Vamsi K, Plis, Sergey
Year of Publication 09.12.2019
Year of Publication 09.12.2019
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Journal Article
Power file extraction process from bangladesh grid and exploring ENF based classification accuracy using machine learning
Arnob, Samin Yeasar, Ohib, Riyasat, Muhaisin, Md. Muhtady, Hassan, Tanzil Bin
Published in 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) (01.12.2017)
Published in 2017 IEEE Region 10 Humanitarian Technology Conference (R10-HTC) (01.12.2017)
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Conference Proceeding