Tight Non-asymptotic Inference via Sub-Gaussian Intrinsic Moment Norm

Huiming Zhang, Haoyu Wei, Guang Cheng

In non-asymptotic learning, variance-type parameters of sub-Gaussian distributions are of paramount importance. However, directly estimating these parameters using the empirical mo…