2 papers
stat.AP2025
Integrating Response Time and Attention Duration in Bayesian Preference Learning for Multiple Criteria Decision Aiding
Jiaxuan Jiang, Jiapeng Liu, MiÅosz KadziÅski +2
We introduce a multiple criteria Bayesian preference learning framework incorporating behavioral cues for decision aiding. The framework integrates pairwise comparisons, response t…
cs.LG2025
Preference Construction: A Bayesian Interactive Preference Elicitation Framework Based on Monte Carlo Tree Search
Yan Wang, Jiapeng Liu, Milosz KadziÅski +1
We present a novel preference learning framework to capture participant preferences efficiently within limited interaction rounds. It involves three main contributions. First, we d…