 Information entropy dominates min-entropy

For a discrete random variable, $H(X)\ge H_{\infty }(X)$. Indeed, every point probability satisfies $p_x\le p_{\max }$, so averaging $-\log p_x\ge -\log p_{\max }$ proves the inequality.