2017
Rule-Enhanced Penalized Regression by Column Generation using Rectangular Maximum Agreement
ICML 2017poster
We describe a learning procedure enhancing L1-penalized regression by adding dynamically generated rules describing multidimensional “box” sets. Our rule-adding procedure is based on the classical column generation method for high-dimensional linear programming. The pricing problem for our column ge…