Optimal sub-Gaussian variance proxy for truncated Gaussian and exponential random variables

Mathias Barreto, Olivier Marchal, Julyan Arbel

This paper establishes the optimal sub-Gaussian variance proxy for truncated Gaussian and truncated exponential random variables. The proofs rely on first characterizing the optima…