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Domain-agnostic and Multi-level Evaluation of Generative Models


Jan 20, 2023
Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam

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Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data


Mar 08, 2022
Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman

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Towards Creativity Characterization of Generative Models via Group-based Subset Scanning


Mar 03, 2022
Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen

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* Extended version from Synthetic Data Generation Workshop at ICLR'21 submission (arXiv:2104.00479). arXiv admin note: text overlap with arXiv:2105.12479 

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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning


Jun 02, 2021
Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush Varshney

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* Under review for 6th Outlier Detection & Description Workshop 

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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

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* The paper is under consideration at Pattern Recognition Letters 

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Towards creativity characterization of generative models via group-based subset scanning


Apr 01, 2021
Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen

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* Synthetic Data Generation Workshop at ICLR'21 

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Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys


Nov 25, 2020
Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam

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* 3 pages 

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Identifying Audio Adversarial Examples via Anomalous Pattern Detection


Feb 13, 2020
Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan

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