Nari Johnson

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Explanatory Power

Evaluation Model

Classification Models

Top Venues

Publications

Nari Johnson, Sanika Moharana, Christina N. Harrington, Nazanin Andalibi, Hoda Heidari, Motahhare Eslami
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment. FAccT (2024)
Nari Johnson, Sanika Moharana, Christina N. Harrington, Nazanin Andalibi, Hoda Heidari, Motahhare Eslami
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment. CoRR (2024)
Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Ameet Talwalkar
Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models. Trans. Mach. Learn. Res. 2023 (2023)
Nari Johnson, Ángel Alexander Cabrera, Gregory Plumb, Ameet Talwalkar
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms. CoRR (2023)
Nari Johnson, Hoda Heidari
Assessing AI Impact Assessments: A Classroom Study. CoRR (2023)
Chirag Agarwal, Eshika Saxena, Satyapriya Krishna, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, Himabindu Lakkaraju
OpenXAI: Towards a Transparent Evaluation of Model Explanations. CoRR (2022)
Valerie Chen, Nari Johnson, Nicholay Topin, Gregory Plumb, Ameet Talwalkar
Use-Case-Grounded Simulations for Explanation Evaluation. CoRR (2022)
Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera, Marco Túlio Ribeiro, Ameet Talwalkar
Evaluating Systemic Error Detection Methods using Synthetic Images. CoRR (2022)
Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, Himabindu Lakkaraju
OpenXAI: Towards a Transparent Evaluation of Model Explanations. NeurIPS (2022)
Chirag Agarwal, Nari Johnson, Martin Pawelczyk, Satyapriya Krishna, Eshika Saxena, Marinka Zitnik, Himabindu Lakkaraju
Rethinking Stability for Attribution-based Explanations. CoRR (2022)
Valerie Chen, Nari Johnson, Nicholay Topin, Gregory Plumb, Ameet Talwalkar
Use-Case-Grounded Simulations for Explanation Evaluation. NeurIPS (2022)
Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez
Learning Predictive and Interpretable Timeseries Summaries from ICU Data. AMIA (2021)
Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez
Learning Predictive and Interpretable Timeseries Summaries from ICU Data. CoRR (2021)