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Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning.

, , and . NIPS, page 4457-4465. (2016)

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Finiteness of redundancy, regret, Shtarkov sums, and Jeffreys integrals in exponential families., and . ISIT, page 714-718. IEEE, (2009)Bayesian and Information-Theories Priors for Bayesian Network Parameters., , , , and . ECML, volume 1398 of Lecture Notes in Computer Science, page 89-94. Springer, (1998)The Safe Bayesian - Learning the Learning Rate via the Mixability Gap.. ALT, volume 7568 of Lecture Notes in Computer Science, page 169-183. Springer, (2012)A Minimum Descriptipn Length Approach to Grammar Inference.. ECML Workshop on Learning Contex-Free Grammars, Ruder Boskovic Institute, Zagreb, Croatia, (2003)RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data., , , and . IDA, volume 8819 of Lecture Notes in Computer Science, page 368-379. Springer, (2014)PAC-Bayes Un-Expected Bernstein Inequality., , and . NeurIPS, page 12180-12191. (2019)Maximum Entropy and the Glasses You are Looking Through.. UAI, page 238-246. Morgan Kaufmann, (2000)When Ignorance is Bliss., and . UAI, page 226-234. AUAI Press, (2004)Updating Probabilities., and . UAI, page 187-196. Morgan Kaufmann, (2002)Sequential normalized maximum likelihood in log-loss prediction., and . ITW, page 547-551. IEEE, (2012)