decision tree

Adaptive Neural Trees ICML 2019 A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019 AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation IJCAI 2019 Complete Search for Feature Selection in Decision Trees JMLR 2019 Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals AAAI 2019 Dictionaries and Decision Trees for the 2019 CLPsych Shared Task NAACL 2019 Efficiently Learning Fourier Sparse Set Functions NeurIPS 2019 FAHT: An Adaptive Fairness-aware Decision Tree Classifier IJCAI 2019 Incorporating Grouping Information into Bayesian Decision Tree Ensembles ICML 2019 Inter-node Hellinger Distance based Decision Tree IJCAI 2019 Interpreting CNNs via Decision Trees CVPR 2019 Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making AAAI 2019 Learning Optimal Classification Trees Using a Binary Linear Program Formulation AAAI 2019 Lossless or Quantized Boosting with Integer Arithmetic ICML 2019 Measuring Text Complexity for Italian as a Second Language Learning Purposes ACL 2019 Minimal Variance Sampling in Stochastic Gradient Boosting NeurIPS 2019 MonoForest framework for tree ensemble analysis NeurIPS 2019 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Optimal Decision Tree with Noisy Outcomes NeurIPS 2019 Optimal Sparse Decision Trees NeurIPS 2019 Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees AAAI 2019 Predicting Unsolvable Deals in the Birds of a Feather Solitaire Game AAAI 2019 SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules MLHC 2019 Stochastic Gradient Trees ACML 2019 Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NeurIPS 2019