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decision tree

359 papers

DT

Papers

Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025 Adaptive Softmax Trees for Many-Class Classification UAI 2024 A General Theoretical Framework for Learning Smallest Interpretable Models AAAI 2024 A Theory of Interpretable Approximations COLT 2024 Code_Makers@DravidianLangTech-EACL 2024 : Sentiment Analysis in Code-Mixed Tamil using Machine Learning Techniques EACL 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024 Combinatorial Routing for Neural Trees IJCAI 2024 Conditional Density Estimation with Histogram Trees NeurIPS 2024 Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories IJCAI 2024 Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning AAAI 2024 Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NeurIPS 2024 Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024 Fast Hyperboloid Decision Tree Algorithms ICLR 2024 Fully-Dynamic Approximate Decision Trees With Worst-Case Update Time Guarantees ICML 2024 Generative Forests NeurIPS 2024 Generative Model for Decision Trees AAAI 2024 Generative Models for Automatic Medical Decision Rule Extraction from Text EMNLP 2024 GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent AAAI 2024 GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks ICLR 2024 Information-theoretic hypothesis generation of relative cue weighting for the voicing contrast Interspeech 2024 Invariant Random Forest: Tree-Based Model Solution for OOD Generalization AAAI 2024 Learning Accurate and Interpretable Decision Trees UAI 2024 Learning Decision Trees and Forests with Algorithmic Recourse ICML 2024 Learning Small Decision Trees for Data of Low Rank-Width AAAI 2024 Learning Small Decision Trees with Few Outliers: A Parameterized Perspective AAAI 2024