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DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

Oct 18, 2020
Huanrui Yang, Jingyang Zhang, Hongliang Dong, Nathan Inkawhich, Andrew Gardner, Andrew Touchet, Wesley Wilkes, Heath Berry, Hai Li

* To be appeared in NeurIPS 2020 conference (Oral) 

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Deep Detector Health Management under Adversarial Campaigns

Nov 19, 2019
Javier Echauz, Keith Kenemer, Sarfaraz Hussein, Jay Dhaliwal, Saurabh Shintre, Slawomir Grzonkowski, Andrew Gardner

* International Journal of Prognostics and Health Management, Special Issue: PHM Applications of Deep Learning and Emerging Analytics, 2019 

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On the Definiteness of Earth Mover's Distance and Its Relation to Set Intersection

Aug 21, 2018
Andrew Gardner, Christian A. Duncan, Jinko Kanno, Rastko R. Selmic

* Major revision based on referee comments. Includes significant reorganization of content, new title, new propositions, revised proofs of previous propositions, and additional experiments with new data, kernels, and indefinite kernel techniques 

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Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks

Sep 10, 2017
Andrew Gardner, Jinko Kanno, Christian A. Duncan, Rastko R. Selmic

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