2 papers
cs.LG2019
SPOCC: Scalable POssibilistic Classifier Combination -- toward robust aggregation of classifiers
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. Each learner has access to a training dataset (pos…
stat.OT2018
Complementary Lipschitz continuity results for the distribution of intersections or unions of independent random sets in finite discrete spaces
John Klein
We prove that intersections and unions of independent random sets in finite spaces achieve a form of Lipschitz continuity. More precisely, given the distribution of a random set $Ξ…