DIM: Enforcing Domain-Informed Monotonicity in Deep Neural Networks

Joshua Salim, Jordan Yu, Xilei Zhao

While deep learning models excel at predictive tasks, they often overfit due to their complex structure and large number of parameters, causing them to memorize training data, incl…