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conference on learning theory | 2013

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

Peter L. Bartlett; Peter Grünwald; Peter Harremoës; Fares Hedayati; Wojciech Kotłowski


Science & Engineering Faculty | 2012

Exchangeability characterizes optimality of sequential normalized maximum likelihood and Bayesian prediction with Jeffreys Prior

Fares Hedayati; Peter L. Bartlett


conference on learning theory | 2012

The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators

Fares Hedayati; Peter L. Bartlett


international conference on artificial intelligence and statistics | 2012

Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jeffreys Prior

Fares Hedayati; Peter L. Bartlett


Archive | 2012

Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction with Jereys Prior

Fares Hedayati; Peter L. Bartlett


Science & Engineering Faculty | 2017

Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction

Fares Hedayati; Peter L. Bartlett


Science & Engineering Faculty | 2013

Horizon-independent optimal prediction with log-loss in exponential families

Peter L. Bartlett; Peter Grünwald; Peter Harremoës; Fares Hedayati; Wojciech Kotowski


Science & Engineering Faculty | 2012

The optimality of Jeffreys Prior for online density estimation and the asymptotic normality of maximum likelihood estimators

Fares Hedayati; Peter L. Bartlett


Archive | 2012

The Optimality of Jereys Prior for Online Density Estimation and the Asymptotic Normality of Maximum

Fares Hedayati; Peter L. Bartlett

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