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Pattern Detection in the Activation Space for Identifying Synthesized Content


May 27, 2021
Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam

* The paper is under consideration at Pattern Recognition Letters 

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Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem


Dec 19, 2020
Mochen Yang, Edward McFowland III, Gordon Burtch, Gediminas Adomavicius


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Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Detection


Jun 07, 2018
Edward McFowland III, Sriram Somanchi, Daniel B. Neill


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Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data


Apr 04, 2018
William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill

* Presented at AISTATS 2018. 11 pages. Supplement to main paper is included here as an appendix 

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