conftrace_

decision tree

322 papers

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Also known as

DT

Co-occurring keywords

random forest (326) ensemble learning (1274) neural network (6616) support vector machine (978) interpretable machine learning (140) interpretable model (158) model compression (3302) gradient boosting (147) online learning (1777) ensemble method (564)

Papers

TREE-G: Decision Trees Contesting Graph Neural Networks AAAI 2024
Generative Forests NIPS 2024
What Drives Performance in Multilingual Language Models? NAACL 2024
A General Theoretical Framework for Learning Smallest Interpretable Models AAAI 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NIPS 2024
Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024
Learning Small Decision Trees for Data of Low Rank-Width AAAI 2024
MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024
Optimal Locally Private Nonparametric Classification with Public Data JMLR 2024
Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning AAAI 2024
On the Power of Decision Trees in Auto-Regressive Language Modeling NIPS 2024
TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024
PyXAI: An XAI Library for Tree-Based Models IJCAI 2024
Efficient Quantum Agnostic Improper Learning of Decision Trees AISTATS 2024
Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories IJCAI 2024
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making ICML 2023
Friedrich Nietzsche at SemEval-2023 Task 4: Detection of Human Values from Text Using Machine Learning ACL 2023
PanwarJayant at SemEval-2023 Task 10: Exploring the Effectiveness of Conventional Machine Learning Techniques for Online Sexism Detection ACL 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning EMNLP 2023
Fair Densities via Boosting the Sufficient Statistics of Exponential Families ICML 2023
On Computing Optimal Tree Ensembles ICML 2023
Scalable Optimal Multiway-Split Decision Trees with Constraints AAAI 2023
The Influence of Dimensions on the Complexity of Computing Decision Trees AAAI 2023
Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees AAAI 2023
On Translations between ML Models for XAI Purposes IJCAI 2023