decision tree

DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models AAAI 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models ICLR 2025 Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation AISTATS 2025 In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025 Interpretable DNFs IJCAI 2025 Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025 Leveraging Predictive Equivalence in Decision Trees ICML 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization ICLR 2025 Mixed-curvature decision trees and random forests ICML 2025 Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025 Near-Optimal Decision Trees in a SPLIT Second ICML 2025 NRGBoost: Energy-Based Generative Boosted Trees ICLR 2025 On Integrating Logical Analysis of Data into Random Forests IJCAI 2025 Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound AAAI 2025 Prediction models that learn to avoid missing values ICML 2025 SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks AAAI 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025 Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning NAACL 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Testing Juntas and Junta Subclasses with Relative Error COLT 2025 Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models UAI 2025 What makes an Ensemble (Un) Interpretable? ICML 2025 Witty: An Efficient Solver for Computing Minimum-Size Decision Trees AAAI 2025