I. Elizabeth Kumar

Identifiers

• name variant I. Elizabeth Kumar 0.60 · backfill

Papers (5)

1. To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models cs.LG · 2024 · author #2
2. Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation cs.LG · 2022 · author #1
3. The Fallacy of AI Functionality cs.LG · 2022 · author #2
4. Epistemic values in feature importance methods: Lessons from feminist epistemology cs.CY · 2021 · author #2
5. Problems with Shapley-value-based explanations as feature importance measures cs.AI · 2020 · author #1

Mentions

• 2402.18803 #2 · arxiv_oai · confidence 0.70 I. Elizabeth Kumar
• 2210.02516 #1 · arxiv_oai · confidence 0.70 I. Elizabeth Kumar
• 2206.09511 #2 · arxiv_oai · confidence 0.70 I. Elizabeth Kumar
• 2101.12737 #2 · arxiv_oai · confidence 0.70 I. Elizabeth Kumar
• 2002.11097 #1 · arxiv_oai · confidence 0.70 I. Elizabeth Kumar

Frequent Coauthors

• Suresh Venkatasubramanian 2 shared papers
• Aaron Horowitz 1 shared papers
• Andrew D. Selbst 1 shared papers
• Carlos Scheidegger 1 shared papers
• Cyrus Cousins 1 shared papers
• Inioluwa Deborah Raji 1 shared papers
• John P. Dickerson 1 shared papers
• Keegan E. Hines 1 shared papers
• Leif Hancox-Li 1 shared papers
• Sorelle Friedler 1 shared papers