From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision MakingThe International Journal of Advanced Manufacturing Technology (IJAMT), 2025 |
BOtied: Multi-objective Bayesian optimization with tied multivariate
ranksInternational Conference on Machine Learning (ICML), 2023 |
A Domain-Shrinking based Bayesian Optimization Algorithm with
Order-Optimal Regret PerformanceNeural Information Processing Systems (NeurIPS), 2020 |
On Information Gain and Regret Bounds in Gaussian Process BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |