Anne-Laure Boulesteix

3 papers · 2018–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

JMLR (2) ICML (1)

Top co-authors

Bernd Bischl (2) Philipp Probst (2) F. Julian D. Lange (1) Marcel Wever (1) Katharina Eggensperger (1) Giuseppe Casalicchio (1) David Rügamer (1) Matthias Feurer (1) Eyke Hüllermeier (1) Moritz Herrmann (1)

Keywords

ensemble learning (1) hyperparameter tuning (1) classification error (1) decision tree (1) random forest (1) machine learning algorithm (1) benchmark study (1) default value (1)

Papers

Position: Why We Must Rethink Empirical Research in Machine Learning ICML 2024

Tunability: Importance of Hyperparameters of Machine Learning Algorithms JMLR 2019

To Tune or Not to Tune the Number of Trees in Random Forest JMLR 2018