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jeffreys prior

5 papers

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Co-occurring keywords

bayesian prediction (7) logarithmic loss (13) normalized maximum likelihood (7) exponential family (124) bayesian inference (1907) maximum likelihood estimator (30) bayesian strategy (2) online density estimation (1) sequential normalized maximum likelihood (1) gene expression datum (5)

Papers

Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families COLT 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior AISTATS 2012
The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators COLT 2012
Probabilistic Multi-Task Feature Selection NIPS 2010