"decision tree learning" Papers

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DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces

Jacob F. Pettit, Chak Shing Lee, Jiachen Yang et al.

AAAI 2025paperarXiv:2412.11051
1
citations

Learning Decision Trees and Forests with Algorithmic Recourse

Kentaro Kanamori, Takuya Takagi, Ken Kobayashi et al.

ICML 2024spotlightarXiv:2406.01098
4
citations

Learning Small Decision Trees with Few Outliers: A Parameterized Perspective

Harmender Gahlawat, Meirav Zehavi

AAAI 2024paperarXiv:2505.15648
7
citations

Robust Loss Functions for Training Decision Trees with Noisy Labels

12831 Jonathan Wilton, Nan Ye

AAAI 2024paperarXiv:2312.12937
8
citations