conftrace_

tree ensemble

38 papers

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Also known as

TE

Co-occurring keywords

random forest (326) decision tree (322) adversarial example (564) gradient boosting (147) ensemble learning (1274) model compression (3302) model interpretability (519) variable importance (23) shapley value (206) ensemble pruning (7)

Papers

Most General Explanations of Tree Ensembles IJCAI 2025
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025
Witty: An Efficient Solver for Computing Minimum-Size Decision Trees AAAI 2025
Robustness Verification of Multi-Class Tree Ensembles AAAI 2024
Faster Repeated Evasion Attacks in Tree Ensembles NIPS 2024
Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors JMLR 2024
No-Regret Bandit Exploration based on Soft Tree Ensemble Model NIPS 2024
End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024
ForestPrune: Compact Depth-Pruned Tree Ensembles AISTATS 2023
AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos AAAI 2023
Stochastic Tree Ensembles for Estimating Heterogeneous Effects AISTATS 2023
On Computing Optimal Tree Ensembles ICML 2023
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection NIPS 2023
Using MaxSAT for Efficient Explanations of Tree Ensembles AAAI 2022
Linear tree shap NIPS 2022
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles AAAI 2022
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees NIPS 2022
Improved feature importance computation for tree models based on the Banzhaf value UAI 2022
Optimal Counterfactual Explanations in Tree Ensembles ICML 2021
Versatile Verification of Tree Ensembles ICML 2021
Born-Again Tree Ensembles ICML 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020
An Efficient Adversarial Attack for Tree Ensembles NIPS 2020
Learning from Weak-Label Data: A Deep Forest Expedition AAAI 2020