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.

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