Relevance-driven Input Dropout: an Explanation-guided Regularization Technique

Shreyas Gururaj, Lars Grüne, Wojciech Samek +2

Overfitting is a well-known issue extending even to state-of-the-art (SOTA) Machine Learning (ML) models, resulting in reduced generalization, and a significant train-test performa…