SPOCC: Scalable POssibilistic Classifier Combination -- toward robust aggregation of classifiers

1 code implementation • 18 Aug 2019 • Mahmoud Albardan, John Klein, Olivier Colot

We investigate a problem in which each member of a group of learners is trained separately to solve the same classification task.

Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles

1 code implementation • 26 Apr 2018 • John Klein, Mahmoud Albardan, Benjamin Guedj, Olivier Colot

We examine a network of learners which address the same classification task but must learn from different data sets.

Ensemble Learning General Classification