2024 "ensemble methods" Papers

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Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

Yufan LIAO, Qi Wu, Xing Yan

AAAI 2024paperarXiv:2312.04273
3
citations

Learning Uncertainty-Aware Temporally-Extended Actions

Joongkyu Lee, Seung Joon Park, Yunhao Tang et al.

AAAI 2024paperarXiv:2402.05439
3
citations

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting

Anthony Chen, Huanrui Yang, Yulu Gan et al.

ICML 2024poster

Trained Random Forests Completely Reveal your Dataset

Julien Ferry, Ricardo Fukasawa, Timothée Pascal et al.

ICML 2024poster