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Ensemble Pruning

Papers

Showing 110 of 27 papers

TitleStatusHype
The Shapley Value in Machine LearningCode1
The Shapley Value of Classifiers in Ensemble GamesCode1
LLM-TOPLA: Efficient LLM Ensemble by Maximising DiversityCode0
Robust Few-Shot Ensemble Learning with Focal Diversity-Based PruningCode0
Liquid Democracy for Low-Cost Ensemble Pruning0
Hierarchical Pruning of Deep Ensembles with Focal DiversityCode0
Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone ProgrammingCode0
A Robust Hypothesis Test for Tree Ensemble Pruning0
Ensemble pruning via an integer programming approach with diversity constraints0
Boosting Deep Ensemble Performance with Hierarchical PruningCode0
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