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Contrastive Identification of Covariate Shift in Image Data


Aug 19, 2021
Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit, Neale Ratzlaff, Weng-Keen Wong, Minsuk Kahng

* IEEE VIS 2021 

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Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning


Jan 29, 2021
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong

* Artificial Intelligence, 2021, 103455, ISSN 0004-3702 
* Full source code available at https://github.com/mattolson93/counterfactual-state-explanations 

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Counterfactual States for Atari Agents via Generative Deep Learning


Sep 27, 2019
Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong

* IJCAI XAI Workshop 2019 

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Incorporating Feedback into Tree-based Anomaly Detection


Aug 30, 2017
Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui

* 8 Pages, KDD 2017 Workshop on Interactive Data Exploration and Analytics (IDEA'17), August 14th, 2017, Halifax, Nova Scotia, Canada 

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A Meta-Analysis of the Anomaly Detection Problem


Aug 26, 2016
Andrew Emmott, Shubhomoy Das, Thomas Dietterich, Alan Fern, Weng-Keen Wong


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Sequential Feature Explanations for Anomaly Detection


Feb 28, 2015
Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong

* 9 pages, 4 figures and submitted to KDD 2015 

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Bayesian Biosurveillance of Disease Outbreaks


Jul 11, 2012
Gregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William Hogan, Michael Wagner

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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