A new gradient-free active subspace estimation method with application to rare event probability estimation

Valentin Breaz, Miguel Munoz Zuniga, Olivier Zahm +1

To reduce the cost of estimating the probability of a rare event involving a very large number of random parameters, we propose a new strategy for dimension reduction coupled with…