Lizzie Kumar

Affiliations:
  • Brown University, Department of Computer Science, Providence, RI, USA
  • University of Utah, Salt Lake City, UT, USA


According to our database1, Lizzie Kumar authored at least 5 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models.
CoRR, 2024

2022
The Fallacy of AI Functionality.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021
Epistemic values in feature importance methods: Lessons from feminist epistemology.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020
Problems with Shapley-value-based explanations as feature importance measures.
Proceedings of the 37th International Conference on Machine Learning, 2020


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