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Scalable Optimal Multiway-Split Decision Trees with ConstraintsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
On Tackling Explanation Redundancy in Decision TreesJournal of Artificial Intelligence Research (JAIR), 2022 |
Strong Optimal Classification TreesOperational Research (OR), 2021 |
Rule Extraction from Binary Neural Networks with Convolutional Rules for
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MurTree: Optimal Classification Trees via Dynamic Programming and SearchJournal of machine learning research (JMLR), 2020 |