16 citations · 22 across the 10 of their papers we have counts for
5 papers · 1 filter
Robust Ordinal Regression for Subsets Comparisons with Interactions
Hugo Gilbert, Mohamed Ouaguenouni, Meltem Ozturk +1
This paper is dedicated to a robust ordinal method for learning the preferences of a decision maker between subsets. The decision model, derived from Fishburn and LaValle (1996) an…
Cautious Learning of Multiattribute Preferences
Hugo Gilbert, Mohamed Ouaguenouni, Meltem Ozturk +1
This paper is dedicated to a cautious learning methodology for predicting preferences between alternatives characterized by binary attributes (formally, each alternative is seen as…
Bayesian preference elicitation for multiobjective combinatorial optimization
Nadjet Bourdache, Patrice Perny, Olivier Spanjaard
We introduce a new incremental preference elicitation procedure able to deal with noisy responses of a Decision Maker (DM). The originality of the contribution is to propose a Baye…
Beyond Pairwise Comparisons in Social Choice: A Setwise Kemeny Aggregation Problem
Hugo Gilbert, Tom Portoleau, Olivier Spanjaard
In this paper, we advocate the use of setwise contests for aggregating a set of input rankings into an output ranking. We propose a generalization of the Kemeny rule where one mini…
An Axiomatic Approach to Robustness in Search Problems with Multiple Scenarios
Patrice Perny, Olivier Spanjaard
This paper is devoted to the search of robust solutions in state space graphs when costs depend on scenarios. We first present axiomatic requirements for preference compatibility w…