A Swiss Army Infinitesimal Jackknife

Ryan Giordano, William T. Stephenson, Runjing Liu, Michael I. Jordan, Tamara Broderick

Abstract: The error or variability of machine learning algorithms is often assessed by repeatedly refitting a model with different weighted versions of the observed data. The ubiquitous tools of cross-valida...