The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting

Alnur Ali, Maxime Cauchois, John C. Duchi

The statistical machine learning community has demonstrated considerable resourcefulness over the years in developing highly expressive tools for estimation, prediction, and infere…