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Tessa Han
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Function Approximation
Post Hoc
Machine Learning
Td Learning
Top Venues
CoRR
NeurIPS
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Publications
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Tessa Han
,
Yasha Ektefaie
,
Maha Farhat
,
Marinka Zitnik
,
Himabindu Lakkaraju
Is Ignorance Bliss? The Role of Post Hoc Explanation Faithfulness and Alignment in Model Trust in Laypeople and Domain Experts.
CoRR
(2023)
Tessa Han
,
Suraj Srinivas
,
Himabindu Lakkaraju
Efficient Estimation of the Local Robustness of Machine Learning Models.
CoRR
(2023)
Tessa Han
,
Suraj Srinivas
,
Himabindu Lakkaraju
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations.
CoRR
(2022)
Satyapriya Krishna
,
Tessa Han
,
Alex Gu
,
Javin Pombra
,
Shahin Jabbari
,
Steven Wu
,
Himabindu Lakkaraju
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective.
CoRR
(2022)
Tessa Han
,
Suraj Srinivas
,
Himabindu Lakkaraju
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations.
NeurIPS
(2022)