most citedRobustness, Evaluation and Adaptation of Machine Learning Models in the Wild

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2023★ 2 cited

Robustness, Evaluation and Adaptation of Machine Learning Models in the Wild

Vihari Piratla

Our goal is to improve reliability of Machine Learning (ML) systems deployed in the wild. ML models perform exceedingly well when test examples are similar to train examples. Howev…