decision tree

AudiFair: Privacy-Preserving Framework for Auditing Fairness UAI 2026 AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026 Binary Split Categorical Feature with Mean Absolute Error Criteria in CART AAAI 2026 Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms AAAI 2026 DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices AAAI 2026 Explainable Clustering of Mixture Models UAI 2026 FMISUYotkovaKastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals SemEval 2026 From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm AAAI 2026 Learning depth-3 circuits via quantum agnostic boosting COLT 2026 Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026 On the Computational Tractability of Probabilistic Global and Local Sufficient Explanation AAAI 2026 Pareto-Optimal Probabilistic Explanations: Balancing Cognitive Constraints and User Preferences UAI 2026 REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees UAI 2026 SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate NSDI 2026 Structural Drift Repair in Decision Trees via Bayesian Model-Based Diagnosis UAI 2026 Accurate Estimation of Feature Importance Faithfulness for Tree Models AAAI 2025 A Classification View on Meta Learning Bandits ICML 2025 A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ACL 2025 Bayesian Decision Theory on Decision Trees: Uncertainty Evaluation and Interpretability AISTATS 2025 Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO* ICML 2025 Decision Tree Induction Through LLMs via Semantically-Aware Evolution ICLR 2025 Deep Networks Learn Features From Local Discontinuities in the Label Function ICLR 2025 Deep Reinforcement Learning from Hierarchical Preference Design ICML 2025 Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service NAACL 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025