Learning Predictive and Interpretable Timeseries Summaries from ICU Data. - Nari Johnson; Sonali Parbhoo; Andrew Slavin Ross; Finale Doshi-Velez (AMIA, 2021)

OpenXAI: Towards a Transparent Evaluation of Model Explanations. - Chirag Agarwal; Satyapriya Krishna; Eshika Saxena; Martin Pawelczyk; Nari Johnson; Isha Puri; Marinka Zitnik; Himabindu Lakkaraju (NeurIPS, 2022)

Use-Case-Grounded Simulations for Explanation Evaluation. - Valerie Chen; Nari Johnson; Nicholay Topin; Gregory Plumb; Ameet Talwalkar (NeurIPS, 2022)

Rethinking Stability for Attribution-based Explanations. - Chirag Agarwal; Nari Johnson; Martin Pawelczyk; Satyapriya Krishna; Eshika Saxena; Marinka Zitnik; Himabindu Lakkaraju (CoRR, 2022)

Evaluating Systemic Error Detection Methods using Synthetic Images. - Gregory Plumb; Nari Johnson; Ángel Alexander Cabrera; Marco Túlio Ribeiro; Ameet Talwalkar (CoRR, 2022)

Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms. - Nari Johnson; Ángel Alexander Cabrera; Gregory Plumb; Ameet Talwalkar (CoRR, 2023)

Assessing AI Impact Assessments: A Classroom Study. - Nari Johnson; Hoda Heidari (CoRR, 2023)

Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models. - Gregory Plumb; Nari Johnson; Ángel Alexander Cabrera; Ameet Talwalkar (Trans. Mach. Learn. Res., 2023)

The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment. - Nari Johnson; Sanika Moharana; Christina N. Harrington; Nazanin Andalibi; Hoda Heidari; Motahhare Eslami (FAccT, 2024)

Public Procurement for Responsible AI? Understanding U.S. Cities' Practices, Challenges, and Needs. - Nari Johnson; Elise Silva; Harrison Leon; Motahhare Eslami; Beth Schwanke; Ravit Dotan; Hoda Heidari (CoRR, 2024)

Provocation: Who benefits from "inclusion" in Generative AI? - Samantha Dalal; Siobhan Mackenzie Hall; Nari Johnson (CoRR, 2024)

Legacy Procurement Practices Shape How U.S. Cities Govern AI: Understanding Government Employees' Practices, Challenges, and Needs. - Nari Johnson; Elise Silva; Harrison Leon; Motahhare Eslami; Beth Schwanke; Ravit Dotan; Hoda Heidari (FAccT, 2025)