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STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge

Jun 25, 2020
Benjamin Coleman, Gaurav Gupta, John Chen, Anshumali Shrivastava


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Learning in Confusion: Batch Active Learning with Noisy Oracle

Sep 27, 2019
Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin


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Learning Latent Fractional dynamics with Unknown Unknowns

Nov 02, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan


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Data-driven Perception of Neuron Point Process with Unknown Unknowns

Nov 02, 2018
Ruochen Yang, Gaurav Gupta, Paul Bogdan


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Anonymizing k-Facial Attributes via Adversarial Perturbations

Sep 28, 2018
Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta

* Published in IJCAI-2018 

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Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs

Sep 13, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan

* 7 pages, 4 figures, ACC-18 

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Approximate Submodular Functions and Performance Guarantees

Jun 17, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan

* 23 pages, 8 figures, submitted to journal 

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Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents

Jun 20, 2017
Hardik Jain, Gaurav Gupta, Sharad Joshi, Nitin Khanna

* 20 pages 

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