optimal decision tree

Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound AAAI 2025 Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes JMLR 2024 Blossom: an Anytime Algorithm for Computing Optimal Decision Trees ICML 2023 Harnessing the power of choices in decision tree learning NeurIPS 2023 A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree NeurIPS 2022 Fair and Optimal Decision Trees: A Dynamic Programming Approach NeurIPS 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022 Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features ICML 2022 A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees NeurIPS 2020 Efficient Inference of Optimal Decision Trees AAAI 2020 Learning Optimal Decision Trees Using Caching Branch-and-Bound Search AAAI 2020 PyDL8.5: a Library for Learning Optimal Decision Trees IJCAI 2020 Optimal Sparse Decision Trees NeurIPS 2019