Steering Neural Network Training through Interpretable Constraints Based on Partial Dependence

Yann Claes, Pierre Geurts, Vân Anh Huynh-Thu

Over the last few years, there has been an increased interest in making machine learning models more interpretable. Although a great deal of effort goes into developing techniques…