Correcting Model Misspecification via Generative Adversarial Networks

Pronoma Banerjee, Manasi V Gude, Rajvi J Sampat +3

Machine learning models are often misspecified in the likelihood, which leads to a lack of robustness in the predictions. In this paper, we introduce a framework for correcting lik…