Ensemble Methods

Model aggregation: minimizing empirical variance outperforms minimizing empirical error
Model aggregation: …

Context

We present a general framework to combine existing models in a robust manner. Our method is flexible, places few assumptions on the models aggregated, and performs well in our experiments.

Model Aggregation

Abstract

Whether deterministic or stochastic, models can be viewed as functions designed to …

Model Aggregation

Talk on Model Aggregation framework for combining predictions from diverse models