Papenmeier, Leonard

5 publications

ICML 2025 A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization Nuojin Cheng, Leonard Papenmeier, Stephen Becker, Luigi Nardi

UAI 2025 Exploring Exploration in Bayesian Optimization Leonard Papenmeier, Nuojin Cheng, Stephen Becker, Luigi Nardi

ICML 2025 Understanding High-Dimensional Bayesian Optimization Leonard Papenmeier, Matthias Poloczek, Luigi Nardi

NeurIPS 2023 Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces Leonard Papenmeier, Luigi Nardi, Matthias Poloczek

NeurIPS 2022 Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces Leonard Papenmeier, Luigi Nardi, Matthias Poloczek