tree-based model

PolicyCache: Intra-flow Learning in Congestion Control NSDI 2026 Learning Robust XGBoost Ensembles for Regression Tasks UAI 2025 Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification EMNLP 2024 PyXAI: An XAI Library for Tree-Based Models IJCAI 2024 The tree autoencoder model, with application to hierarchical data visualization NeurIPS 2024 Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees AAAI 2023 Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse ICLR 2023 Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023 Accurate Shapley Values for explaining tree-based models AISTATS 2022 A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022 (De-)Randomized Smoothing for Decision Stump Ensembles NeurIPS 2022 Social Interpretable Tree for Pedestrian Trajectory Prediction AAAI 2022 Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection SemEval 2022 TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022 Why do tree-based models still outperform deep learning on typical tabular data? NeurIPS 2022 ECONOMIC HYPERPARAMETER OPTIMIZATION WITH BLENDED SEARCH STRATEGY ICLR 2021 Learning Binary Decision Trees by Argmin Differentiation ICML 2021 RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection SemEval 2021 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021 Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings SemEval 2021 TreeBERT: A tree-based pre-trained model for programming language UAI 2021 TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021 Trees with Attention for Set Prediction Tasks ICML 2021 Bayesian Probabilistic Numerical Integration with Tree-Based Models NeurIPS 2020 Model Interpretability through the lens of Computational Complexity NeurIPS 2020