I. Elizabeth Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
3
Venues
3
Active years
2020–2024
Best venue rank
A*
Where they publish
Papers
3 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models. | Cyrus Cousins, I. Elizabeth Kumar, Suresh Venkatasubramanian |
| 2022 | AIES | Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation. | I. Elizabeth Kumar, Keegan E. Hines, John P. Dickerson |
| 2020 | ICML | Problems with Shapley-value-based explanations as feature importance measures. | I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler |