Zhang, Fengxue

8 publications

AISTATS 2025 Constrained Multi-Objective Bayesian Optimization Through Optimistic Constraints Estimation Diantong Li, Fengxue Zhang, Chong Liu, Yuxin Chen

UAI 2025 Finding Interior Optimum of Black-Box Constrained Objective with Bayesian Optimization Fengxue Zhang, Yuxin Chen

AISTATS 2025 Robust Multi-Fidelity Bayesian Optimization with Deep Kernel and Partition Fengxue Zhang, Thomas Desautels, Yuxin Chen

NeurIPSW 2024 Constrained Multi-Objective Bayesian Optimization Diantong Li, Fengxue Zhang, Chong Liu, Yuxin Chen

NeurIPSW 2024 Finding Interior Optimum of Black-Box Constrained Objective with Bayesian Optimization Fengxue Zhang, Zejie Zhu, Yuxin Chen

UAI 2024 No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes Minbiao Han, Fengxue Zhang, Yuxin Chen

NeurIPSW 2024 Robust Multi-Fidelity Bayesian Optimization with Deep Kernel and Partition Fengxue Zhang, Thomas Desautels, Yuxin Chen

ICML 2023 Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation Fengxue Zhang, Jialin Song, James C Bowden, Alexander Ladd, Yisong Yue, Thomas Desautels, Yuxin Chen