Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures

Alex Luedtke, Incheoul Chung, Oleg Sofrygin

We frame the meta-learning of prediction procedures as a search for an optimal strategy in a two-player game. In this game, Nature selects a prior over distributions that generate…