Before revision:  We implement variants of our approach based on both penalized regression and boosting in a variety of simulation setups, and find promising performance relative to existing baselines.
After revision:  We implement variants of our approach based on penalized regression, kernel ridge regression, and boosting in a variety of simulation setups, and find promising performance relative to existing baselines.