D'souza, Daniel

3 publications

NeurIPS 2025 The Leaderboard Illusion Shivalika Singh, Yiyang Nan, Alex Wang, Daniel D'souza, Sayash Kapoor, Ahmet Üstün, Sanmi Koyejo, Yuntian Deng, Shayne Longpre, Noah A. Smith, Beyza Ermis, Marzieh Fadaee, Sara Hooker

NeurIPS 2025 Treasure Hunt: Real-Time Targeting of the Long Tail Using Training-Time Markers Daniel D'souza, Julia Kreutzer, Adrien Morisot, Ahmet Üstün, Sara Hooker

CVPR 2022 Estimating Example Difficulty Using Variance of Gradients Chirag Agarwal, Daniel D'souza, Sara Hooker