1 code implementation • 19 Oct 2023 • Wenwen Si, Sangdon Park, Insup Lee, Edgar Dobriban, Osbert Bastani
We propose a novel algorithm for constructing prediction sets with PAC guarantees in the label shift setting.
no code implementations • 27 Apr 2023 • Ramneet Kaur, Yiannis Kantaros, Wenwen Si, James Weimer, Insup Lee
Nevertheless, DNN models have proven to be vulnerable to adversarial digital and physical attacks.
1 code implementation • CVPR 2023 • Wenwen Si, Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani
Experiments demonstrate the efficacy of the partial-covering patch in solving the complex bounding box problem.