2 papers
cs.LG2025
Bayesian Optimisation: Which Constraints Matter?
Xietao Wang Lin, Juan Ungredda, Max Butler +4
Bayesian optimisation has proven to be a powerful tool for expensive global black-box optimisation problems. In this paper, we propose new Bayesian optimisation variants of the pop…
cs.HC2025
From Metrics to Meaning: Time to Rethink Evaluation in Human-AI Collaborative Design
Sean P. Walton, Ben J. Evans, Alma A. M. Rahat +2
As AI systems increasingly shape decision making in creative design contexts, understanding how humans engage with these tools has become a critical challenge for interactive intel…