Aggregate function is a useful smoothing function to the max-function of some smooth
functions and has been used to solve minimax problems, linear and nonlinear programming …

The least upper bound for the probability that a random vector with fixed mean and
covariance will be outside the ball is found. This probability bound is determined by solving …

This paper aims at solving a distributionally robust minimax estimation problem to recover a
bounded smooth signal from the finite number of measurements with known second-order …

We propose a robust probability classifier model to address classification problems with data
uncertainty. A class‐conditional probability distributional set is constructed based on the …

Определена точная верхняя грань вероятности того, что случайный вектор с
заданными математическим ожиданием и ковариационной матрицей окажется вне …