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How is the union bound applied in this proof?

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0 $begingroup$ From Understanding Machine Learning: From theory to algorithms: How explicitly is the union bound used in the proof of this theorem to get the result in the red box below? probability-theory machine-learning share | cite | improve this question asked Jan 19 at 19:46 Oliver G Oliver G 1,497 1 5 31 $endgroup$ add a comment  |  0