conftrace_

Antonio Sutera

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

Achievements

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+6 more ↓

🧭 Keyword Pioneer 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge

🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🌱 Topic Pioneer 🏆 Keyword Champion (2) 📈 Trend Setter

Conferences

NIPS (2) AISTATS (1)

Top co-authors

Louis Wehenkel (3) Gilles Louppe (3) Pierre Geurts (3) Van Anh Huynh-Thu (1) Célia Châtel (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