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

Privacy-Preserving Gradient Boosting Decision Trees AAAI 2020
Random Tessellation Forests NIPS 2019
Robustness Verification of Tree-based Models NIPS 2019
MonoForest framework for tree ensemble analysis NIPS 2019
XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019
Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach AISTATS 2018
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018
Globally Induced Forest: A Prepruning Compression Scheme ICML 2017
Evasion and Hardening of Tree Ensemble Classifiers ICML 2016
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NIPS 2016
Space-Time Tree Ensemble for Action Recognition CVPR 2015
Global Refinement of Random Forest CVPR 2015
Understanding variable importances in forests of randomized trees NIPS 2013