Bayesian Optimization Comparison Hub
3 papers - avg viability 4.3
Top Papers
- Local Constrained Bayesian Optimization(7.0)
LCBO offers a novel Bayesian optimization framework for high-dimensional constrained problems, providing a faster convergence rate than existing methods.
- Wasserstein Gradient Flows for Batch Bayesian Optimal Experimental Design(4.0)
A novel approach to batch Bayesian optimal experimental design that optimizes expected utility through Wasserstein gradient flows.
- On Regret Bounds of Thompson Sampling for Bayesian Optimization(2.0)
This paper analyzes regret bounds for Gaussian process Thompson sampling in Bayesian optimization.