Adaptive reconstruction of imperfectly-observed monotone functions, with applications to uncertainty quantification

L. Bonnet, J. -L. Akian, É. Savin +1

Motivated by the desire to numerically calculate rigorous upper and lower bounds on deviation probabilities over large classes of probability distributions, we present an adaptive…