Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of neural network quantile regression. The goal of a quantile regression problem is to predict a single numeric ...
We address the Least Quantile of Squares (LQS) (and in particular the Least Median of Squares) regression problem using modern optimization methods. We propose a Mixed Integer Optimization (MIO) ...
Financial supporters for this research include Senior Fellowships of KU Leuven, University of Piraeus Research Center. Our news journalists obtained a quote from the research from the Catholic ...