Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence
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Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence
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Second paper of a series of 3 started months ago, on empirical/agnostic deviation bounds for non-iid observations, with Imon Banerjee (Chicago, Booth School of Business). This one is for regenerative processes. arxiv.or…
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Originally reported by arxiv.org
Read the original article →Original headline: Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence