A Bayesian Boosting Model

Alexander Lorbert, David M. Blei, Robert E. Schapire +1

We offer a novel view of AdaBoost in a statistical setting. We propose a Bayesian model for binary classification in which label noise is modeled hierarchically. Using variational…