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Olawale Elijah Salaudeen

Postdoc, Massachusetts Institute of Technology

3 papers at NeurIPS 2025

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Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
#1101 · Stephen R Pfohl, Natalie Harris, Chirag Nagpal, David Madras, Vishwali Mhasawade, Olawale Elijah Salaudeen, Awa Dieng, Shannon Sequeira, Santiago Eduardo Arciniegas, Lillian Sung, Nnamdi Peter Okechukwu Ezeanochie, Heather Cole-Lewis, Katherine A Heller, Sanmi Koyejo, Alexander Nicholas D'Amour

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations
#2703 Spotlight · Olawale Elijah Salaudeen, Haoran Zhang, Kumail Alhamoud, Sara Beery, Marzyeh Ghassemi

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
On Group Sufficiency Under Label Bias
#1200 · Haoran Zhang, Olawale Elijah Salaudeen, Marzyeh Ghassemi

We characterize the problem of achieving group sufficiency under label bias, and introduce a regularizer that restores fairness without sacrificing accuracy.