Leonard Papenmeier

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NIPS (2) UAI (1)

Top co-authors

Luigi Nardi (5) Matthias Poloczek (3) Nuojin Cheng (2) Stephen Becker (2)

Keywords

bayesian optimization (2) high-dimensional optimization (2) neural architecture search (1) black-box function (1) nested random subspace (1) combinatorial optimization (1) mixed space (1) hyperparameter optimization (1)

Papers

A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025

Understanding High-Dimensional Bayesian Optimization ICML 2025

Exploring Exploration in Bayesian Optimization UAI 2025

Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces NIPS 2023

Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces NIPS 2022