Florian Pfisterer

3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)

Conferences

AUTOML (2) JMLR (1)

Top co-authors

Bernd Bischl (3) Lennart Schneider (3) Martin Binder (2) Paul Kent (1) Julia Moosbauer (1) Michel Lang (1) Lars Kotthoff (1) Juergen Branke (1) Janek Thomas (1)

Keywords

multi-objective optimization (2) hyperparameter optimization (2) surrogate model (1) search space (1) multi-fidelity optimization (1) automated machine learning (1) quality diversity (1) workflow automation (1) benchmark suite (1) machine learning pipeline (1) neural architecture search (1)

Papers

YAHPO Gym - An Efficient Multi-Objective Multi-Fidelity Benchmark for Hyperparameter Optimization AUTOML 2022

Tackling Neural Architecture Search With Quality Diversity Optimization AUTOML 2022

mlr3pipelines - Flexible Machine Learning Pipelines in R JMLR 2021