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

Fair and Optimal Decision Trees: A Dynamic Programming Approach NIPS 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach NIPS 2022
Linear tree shap NIPS 2022
Decision Trees with Short Explainable Rules NIPS 2022
MABSplit: Faster Forest Training Using Multi-Armed Bandits NIPS 2022
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest NIPS 2022
Constrained Prescriptive Trees via Column Generation AAAI 2022
Learning Interpretable, High-Performing Policies for Autonomous Driving RSS 2022
Fast Sparse Decision Tree Optimization via Reference Ensembles AAAI 2022
MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese NAACL 2022
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds AISTATS 2022
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NIPS 2022
Exploring the Whole Rashomon Set of Sparse Decision Trees NIPS 2022
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees AISTATS 2022
CUET-NLP@DravidianLangTech-ACL2022: Exploiting Textual Features to Classify Sentiment of Multimodal Movie Reviews ACL 2022
Discrete Tree Flows via Tree-Structured Permutations ICML 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022
On the Computation of Necessary and Sufficient Explanations AAAI 2022
Convex Polytope Trees NIPS 2021
Optimal Decision Trees for Nonlinear Metrics AAAI 2021
Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features ACL 2021
Near-Optimal Algorithms for Explainable k-Medians and k-Means ICML 2021