Variance Minimization

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

Model Aggregation

Talk on Model Aggregation framework for combining predictions from diverse models