Fares Hedayati

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

Peter L. Bartlett, Wojciech Kotlowski, Fares Hedayati, 2013, COLT.

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

P. Bartlett, Fares Hedayati, 2012, COLT.

Exchangeability Characterizes Optimality of Sequential Normalized Maximum Likelihood and Bayesian Prediction

Peter L. Bartlett, Fares Hedayati, P. Bartlett, 2012, IEEE Transactions on Information Theory.

Minimax Optimality in Online Learning under Logarithmic Loss with Parametric Constant Experts

F. Hedayati, Fares Hedayati, 2013 .