Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples

Licio Romao, Kostas Margellos, Antonis Papachristodoulou. Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 312-323, PMLR, 2021. [doi]

Abstract

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