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ensemble pruning

8 papers

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Co-occurring keywords · papers mentioning both

tree ensemble (3) shapley value (2) decision tree (2) model pruning (2) ensemble learning (2) model compression (2) combinatorial optimization (2) polynomial form (1) predictive diversity (1) depth pruning (1)

Papers

Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025 Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025 Ensemble Pruning for Out-of-distribution Generalization ICML 2024 MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024 ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023 The Shapley Value in Machine Learning IJCAI 2022 MonoForest framework for tree ensemble analysis NeurIPS 2019 Ensemble Pruning Via Semi-definite Programming JMLR 2006