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decision tree learning

10 papers

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Co-occurring keywords

decision tree (322) agnostic learning (76) boosting algorithm (78) membership query (22) parameterized complexity (84) optimal decision tree (13) noise tolerant learning (1) halfspace learning (30) noise tolerance (21) halfspaces (1)

Papers

Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024
Learning Small Decision Trees with Few Outliers: A Parameterized Perspective AAAI 2024
Harnessing the power of choices in decision tree learning NIPS 2023
Open Problem: Properly learning decision trees in polynomial time? COLT 2022
SAT-based Decision Tree Learning for Large Data Sets AAAI 2021
Parameterized Complexity of Small Decision Tree Learning AAAI 2021
Provable guarantees for decision tree induction: the agnostic setting ICML 2020
PyDL8.5: a Library for Learning Optimal Decision Trees IJCAI 2020
Potential-Based Agnostic Boosting NIPS 2009
Structure and Majority Classes in Decision Tree Learning JMLR 2007