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Nari Johnson
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Evaluating Systemic Error Detection Methods using Synthetic Images


Jul 08, 2022
Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Marco Tulio Ribeiro, Ameet Talwalkar

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OpenXAI: Towards a Transparent Evaluation of Model Explanations


Jun 22, 2022
Chirag Agarwal, Eshika Saxena, Satyapriya Krishna, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, Himabindu Lakkaraju

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* Preprint 
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Use-Case-Grounded Simulations for Explanation Evaluation


Jun 05, 2022
Valerie Chen, Nari Johnson, Nicholay Topin, Gregory Plumb, Ameet Talwalkar

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Rethinking Stability for Attribution-based Explanations


Mar 14, 2022
Chirag Agarwal, Nari Johnson, Martin Pawelczyk, Satyapriya Krishna, Eshika Saxena, Marinka Zitnik, Himabindu Lakkaraju

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Learning Predictive and Interpretable Timeseries Summaries from ICU Data


Sep 22, 2021
Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez

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* 10 pages, 3 figures, AMIA 2021 Annual Symposium 
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