conftrace_

ensemble pruning

7 papers

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Co-occurring keywords

tree ensemble (38) shapley value (206) decision tree (322) model pruning (237) ensemble learning (1274) model compression (3302) depth pruning (6) classifier selection (5) decision tree ensemble (13) ensemble compression (4)

Papers

Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
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 NIPS 2019
Ensemble Pruning Via Semi-definite Programming JMLR 2006