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Nari Johnson

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Assessing AI Impact Assessments: A Classroom Study

Nov 19, 2023
Nari Johnson, Hoda Heidari

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Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms

Jun 13, 2023
Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Ameet Talwalkar

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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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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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