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Nari Johnson
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 10
Top Topics
Explanatory Power
Learning Models
Error Detection
Laboratory Setting
Top Venues
CoRR
NeurIPS
AMIA
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Publications
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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)