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Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families.

, , , , и . COLT, том 30 из JMLR Workshop and Conference Proceedings, стр. 639-661. JMLR.org, (2013)

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Peter Grünwald

Peter Grunwald

Peter Grunwald

Peter Grunwald

Peter Grunwald

 

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