Assessing Robustness of Machine Learning Models using Covariate Perturbations

Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan +1

As machine learning models become increasingly prevalent in critical decision-making models and systems in fields like finance, healthcare, etc., ensuring their robustness against…