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Federated Action Recognition on Heterogeneous Embedded Devices


Jul 18, 2021
Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji

* IEEE Transactions on Artificial Intelligence 2021 
* 13 pages, 12 figures 

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Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests


Jul 14, 2021
Sean Kulinski, Saurabh Bagchi, David I. Inouye

* NeurIPS 33 (2020) 19523-19533 
* NeurIPS 2020 Camera Ready 

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Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems


Feb 11, 2021
Mustafa Abdallah, Wo Jae Lee, Nithin Raghunathan, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi


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Exploring Adversarial Examples via Invertible Neural Networks


Dec 24, 2020
Ruqi Bai, Saurabh Bagchi, David I. Inouye


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Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems


Nov 22, 2020
Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy Cason, Shreyas Sundaram, Saurabh Bagchi

* Accepted to appear at the 16th ACM Asia Conference on Computer and Communications Security (ASIACCS), 2021. arXiv admin note: text overlap with arXiv:2004.01958 

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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles


Oct 21, 2020
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

* Accepted to appear at the 18th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020 

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Towards Generalized and Distributed Privacy-Preserving Representation Learning


Oct 17, 2020
Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Christopher Brinton, Carlee Joe-Wong, Saurabh Bagchi

* 19 pages, 22 figures 

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Event-Triggered Distributed Inference


Apr 02, 2020
Aritra Mitra, Saurabh Bagchi, Shreyas Sundaram


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AppStreamer: Reducing Storage Requirements of Mobile Games through Predictive Streaming


Dec 16, 2019
Nawanol Theera-Ampornpunt, Shikhar Suryavansh, Sameer Manchanda, Rajesh Panta, Kaustubh Joshi, Mostafa Ammar, Mung Chiang, Saurabh Bagchi

* 12 pages; EWSN 2020 

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HAWKEYE: Adversarial Example Detector for Deep Neural Networks


Sep 22, 2019
Jinkyu Koo, Michael Roth, Saurabh Bagchi


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ApproxNet: Content and Contention Aware Video Analytics System for the Edge


Aug 28, 2019
Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi


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Misleading Metadata Detection on YouTube


Jan 25, 2019
Priyank Palod, Ayush Patwari, Sudhanshu Bahety, Saurabh Bagchi, Pawan Goyal

* Accepted at European Conference on Information Retrieval(ECIR) 2019. 7 Pages 

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ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models


Dec 30, 2018
Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji

* 10 main pages, 7 references and appendices 

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