Self-Certifying Classification by Linearized Deep Assignment

Bastian Boll, Alexander Zeilmann, Stefania Petra +1

We propose a novel class of deep stochastic predictors for classifying metric data on graphs within the PAC-Bayes risk certification paradigm. Classifiers are realized as linearly…