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online density estimation

2 papers

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bayesian strategy (1) sequential normalized maximum likelihood (1) jeffreys' prior (1) bayesian prediction (1) maximum likelihood estimator (1) jeffreys prior (1) normalized maximum likelihood (1) asymptotic normality (1) regret (1) exponential family (1)

Papers

The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators COLT 2012 Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in On-line Density Estimation COLT 2011