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Gintare Karolina Dziugaite, Kyle Hsu, Waseem Gharbieh +2
The dominant term in PAC-Bayes bounds is often the Kullback--Leibler divergence between the posterior and prior. For so-called linear PAC-Bayes risk bounds based on the empirical r…