5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Just Mix Once: Worst-group Generalization by Group Interpolation
Giorgio Giannone, Serhii Havrylov, Jordan Massiah +2
Advances in deep learning theory have revealed how average generalization relies on superficial patterns in data. The consequences are brittle models with poor performance with shi…
cs.CV2022★ 5 cited
PARS: Pseudo-Label Aware Robust Sample Selection for Learning with Noisy Labels
Arushi Goel, Yunlong Jiao, Jordan Massiah
Acquiring accurate labels on large-scale datasets is both time consuming and expensive. To reduce the dependency of deep learning models on learning from clean labeled data, severa…