← Authors

Antonio Sutera

3 papers · 2013–2021 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🌱 Topic Pioneer πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter

Conferences

NIPS (2) AISTATS (1)

Top co-authors

Louis Wehenkel (3) Gilles Louppe (3) Pierre Geurts (3) Van Anh Huynh-Thu (1) CΓ©lia ChΓ’tel (1)

Keywords

feature selection (3) feature relevance (2) variable importance (2) mean decrease impurity (2) random forest (2) tree-based method (2) random subspace (1) tree-based ensemble (1) tree ensemble (1) feature interaction (1) ensemble learning (1) high-dimensional datum (1) shapley value (1)

Papers

From global to local MDI variable importances for random forests and when they are Shapley values NIPS 2021
Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018
Understanding variable importances in forests of randomized trees NIPS 2013