Expert-guided Regularization via Distance Metric Learning

Shouvik Mani, Mehdi Maasoumy, Sina Pakazad +1

High-dimensional prediction is a challenging problem setting for traditional statistical models. Although regularization improves model performance in high dimensions, it does not…