Fengxue Zhang

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14)

Conferences

AISTATS (2) UAI (2) ICML (1)

Top co-authors

Yuxin Chen (5) Thomas Desautels (2) Alexander Ladd (1) Minbiao Han (1) Diantong Li (1) Jialin Song (1) Yisong Yue (1) James C Bowden (1) Chong Liu (1)

Keywords

adaptive sampling (1) gaussian process (1) high-dimensional optimization (1) region of interest (1) bayesian optimization (1) hyperparameter tuning (1) regret bound (1) level-set estimation (1)

Papers

Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation AISTATS 2025

Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition AISTATS 2025

Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization UAI 2025

No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes UAI 2024

Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation ICML 2023