Second moment bound from a clipped Gaussian tail
ID: second-moment-bound-from-a-clipped-gaussian-tail
If for and , then . Indeed the tail integral formula for moments gives ; split at . Clipping at one improves the constant compared with integrating the exponential bound alone.
New to topics? Read the docs here!