54 citations · 99 across the 17 of their papers we have counts for
17 papers
Hoeffding Concept Bottleneck Models with Applications to Overhead Images
Clément Bénard, Manon Arfib, Christophe Labreuche +1
Explainability of deep learning algorithms is critical for computer-vision applications with high-stakes decisions. Concept bottleneck models (CBM) have recently shown promising pe…
BACQ -- Application-oriented Benchmarks for Quantum Computing
Frédéric Barbaresco, Laurent Rioux, Christophe Labreuche +14
With the support of the national program on measurements, standards, and evaluation of quantum technologies MetriQs-France, a part of the French national quantum strategy, the BACQ…
An improvement of Random Node Generator for the uniform generation of capacities
Peiqi Sun, Michel Grabisch, Christophe Labreuche
Capacity is an important tool in decision-making under risk and uncertainty and multi-criteria decision-making. When learning a capacity-based model, it is important to be able to…
An approximation algorithm for random generation of capacities
Michel Grabisch, Christophe Labreuche, Peiqi Sun
Capacities on a finite set are sets functions vanishing on the empty set and being monotonic w.r.t. inclusion. Since the set of capacities is an order polytope, the problem of rand…
Multi-criteria Analysis for Evaluation of Adaptive Radar Resource Management algorithms on a Naval setting with and without clutter
Christophe Labreuche, Cédric Buron, Peter Moo +1
Multifunction radars (MFR) are met with complex capability requirements, involving various kinds of targets and saturating scenarios. In order to achieve these goals, radar systems…
An interaction index for multichoice games
Mustapha Ridaoui, Michel Grabisch, Christophe Labreuche
Models in Multicriteria Decision Analysis (MCDA) can be analyzed by means of an importance index and an interaction index for every group of criteria. We consider first discrete mo…