Jun’ichi Takeuchi

Improved MDL Estimators Using Local Exponential Family Bundles Applied to Mixture Families

2019

The MDL estimators for density estimation, which are defined by two-part codes for universal coding, are analyzed. We give a two-part code for mixture families whose regret is close to the minimax regret, where regret …