| LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity | Oct 4, 2024 | DiversityEnsemble Pruning | CodeCode Available | 0 |
| Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning | Apr 5, 2024 | DiversityEnsemble Learning | CodeCode Available | 0 |
| Liquid Democracy for Low-Cost Ensemble Pruning | Jan 30, 2024 | Ensemble LearningEnsemble Pruning | —Unverified | 0 |
| Hierarchical Pruning of Deep Ensembles with Focal Diversity | Nov 17, 2023 | Decision MakingDiversity | CodeCode Available | 0 |
| Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming | Feb 12, 2023 | Deep LearningDiversity | CodeCode Available | 0 |
| A Robust Hypothesis Test for Tree Ensemble Pruning | Jan 24, 2023 | Ensemble Pruning | —Unverified | 0 |
| Ensemble pruning via an integer programming approach with diversity constraints | May 2, 2022 | Binary ClassificationDiversity | —Unverified | 0 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Boosting Deep Ensemble Performance with Hierarchical Pruning | Dec 7, 2021 | Decision MakingDiversity | CodeCode Available | 0 |
| Conceptually Diverse Base Model Selection for Meta-Learners in Concept Drifting Data Streams | Nov 29, 2021 | ClusteringEnsemble Pruning | CodeCode Available | 0 |
