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CTRL: Clustering Training Losses for Label Error Detection


Aug 17, 2022
Chang Yue, Niraj K. Jha

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SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare


Jul 09, 2022
Bhishma Dedhia, Roshini Balasubramanian, Niraj K. Jha

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FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?


May 23, 2022
Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha

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* Preprint. In review 

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Machine Learning Assisted Security Analysis of 5G-Network-Connected Systems


Aug 07, 2021
Tanujay Saha, Najwa Aaraj, Niraj K. Jha

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* 17 pages, 11 figures, 13 tables, This paper has been submitted for review in IEEE Transactions on Emerging Topics in Computing. Copyright IEEE 2021 

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GRAVITAS: Graphical Reticulated Attack Vectors for Internet-of-Things Aggregate Security


May 31, 2021
Jacob Brown, Tanujay Saha, Niraj K. Jha

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* This article has been published in IEEE Transactions on Emerging Topics in Computing, 2021 

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Fast Design Space Exploration of Nonlinear Systems: Part I


Apr 11, 2021
Sanjai Narain, Emily Mak, Dana Chee, Brendan Englot, Kishore Pochiraju, Niraj K. Jha, Karthik Narayan

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* 14 pages, 26 figures. arXiv admin note: text overlap with arXiv:2010.09842 

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Fast Design Space Exploration of Nonlinear Systems: Part II


Apr 08, 2021
Prerit Terway, Kenza Hamidouche, Niraj K. Jha

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* 14 pages, 24 figures. arXiv admin note: substantial text overlap with arXiv:2009.10214 

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MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks


Feb 20, 2021
Shayan Hassantabar, Joe Zhang, Hongxu Yin, Niraj K. Jha

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* 11 pages, 6 figures 

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SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning


Jan 07, 2021
Tanujay Saha, Najwa Aaraj, Neel Ajjarapu, Niraj K. Jha

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* This article has been accepted in IEEE Transactions on Emerging Topics in Computing. 17 pages, 12 figures, IEEE copyright 

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