Tim Voigt

Supporting High-Stakes Decision Making Through Interactive Preference Elicitation in the Latent Space

High-stakes, infrequent consumer decisions, such as housing selection, challenge conventional recommender systems due to sparse interaction signals, heterogeneous multi-criteria objectives, and high-dimensional feature spaces. This work presents an interactive preference elicitation framework that…