Raphaël M. Jungers

The Internal Growth Function: A More General PAC Frame-work for Scenario Decision Making

This paper introduces a new PAC framework for scenario decision-making problems. Scenario decision making consists in making a decision that satisfies a probabilistic constraint (also called a chance constraint) from finitely many sampled realizations (called scenarios) of the co...