1 code implementation • 16 Feb 2024 • Usha Bhalla, Alex Oesterling, Suraj Srinivas, Flavio P. Calmon, Himabindu Lakkaraju
CLIP embeddings have demonstrated remarkable performance across a wide range of computer vision tasks.
1 code implementation • 27 Jul 2023 • Alex Oesterling, Jiaqi Ma, Flavio P. Calmon, Hima Lakkaraju
In this work, we demonstrate that most efficient unlearning methods cannot accommodate popular fairness interventions, and we propose the first fair machine unlearning method that can efficiently unlearn data instances from a fair objective.
no code implementations • NAACL (sdp) 2021 • Alex Oesterling, Angikar Ghosal, Haoyang Yu, Rui Xin, Yasa Baig, Lesia Semenova, Cynthia Rudin
The goal of the competition is to classify a citation in a scientific article based on its purpose.