2 papers
cs.AI2019
Learning Optimal and Near-Optimal Lexicographic Preference Lists
Ahmed Moussa, Xudong Liu
We consider learning problems of an intuitive and concise preference model, called lexicographic preference lists (LP-lists). Given a set of examples that are pairwise ordinal pref…
cs.AI2019
Human-In-The-Loop Learning of Qualitative Preference Models
Joseph Allen, Ahmed Moussa, Xudong Liu
In this work, we present a novel human-in-the-loop framework to help the human user understand the decision making process that involves choosing preferred options. We focus on qua…