Preference Learning with Evolutionary-Based Multivariate Adaptive Regression Spline Model

Abstract

Collecting users’ feedback through pairwise preferences is recommended over other ranking approaches as this method is more appealing for human decision making. Learning models from pairwise preference data is however an NP-hard problem. Therefore, constructing models that can effectively learn such data is a challenging task. Models are usually constructed… (More)

Topics

12 Figures and Tables

Slides referencing similar topics