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math.ST2025
Minimax asymptotics
Mika Meitz, Alexander Shapiro
In this paper, we consider asymptotics of the optimal value and the optimal solutions of parametric minimax estimation problems. Specifically, we consider estimators of the optimal…
math.ST2021
Statistical inference for generative adversarial networks and other minimax problems
Mika Meitz
This paper studies generative adversarial networks (GANs) from the perspective of statistical inference. A GAN is a popular machine learning method in which the parameters of two n…