Theorem 1: a $(K,\epsilon(\cdot))$-robust algorithm has $|\mathcal L(\mathcal A_s) - l_{\mathrm{emp}}(\mathcal A_s)| \le \epsilon(s) + M\sqrt{(2K\ln 2 + 2\ln(1/\delta))/n}$ w.p. $\ge 1-\delta$

Initializing...

Theorem 1: a $(K,\epsilon(\cdot))$-robust algorithm has $|\mathcal L(\mathcal A_s) - l_{\mathrm{emp}}(\mathcal A_s)| \le \epsilon(s) + M\sqrt{(2K\ln 2 + 2\ln(1/\delta))/n}$ w.p. $\ge 1-\delta$ · Prove2Me