Fengxue Zhang
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
bayesian optimization
(3)
regret bound
(2)
gaussian process
(2)
constrained optimization
(1)
deep kernel learning
(1)
nash equilibrium
(1)
high-dimensional optimization
(1)
region of interest
(1)
hyperparameter tuning
(1)
multi-objective optimization
(1)
no-regret learning
(1)
convergence rate
(1)
black-box function
(1)
acquisition function
(1)
surrogate model
(1)
utility function
(1)
level set estimation
(1)
level set
(1)
multi-fidelity bayesian optimization
(1)
black-box game
(1)
Papers
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation
AISTATS 2025
Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization
UAI 2025
Robust Multi-fidelity Bayesian Optimization with Deep Kernel and Partition
AISTATS 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