Johannes Kirschner

Latest

• Tuning particle accelerators with safety constraints using Bayesian optimization
• Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback
• Experimental Design for Optimization of Orthogonal Projection Pursuit Models
• Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
• Bayesian Optimization for Fast and Safe Parameter Tuning of SwissFEL