Recursive Aggregation of Estimators by Mirror Descent Algorithm with Averaging

Anatoli Juditsky, Alexander Nazin, Alexandre Tsybakov +1

We consider a recursive algorithm to construct an aggregated estimator from a finite number of base decision rules in the classification problem. The estimator approximately minimi…