Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios

7 April 2020

Papers citing "Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios"

3 / 3 papers shown

Title
Verifiable Learning for Robust Tree Ensembles Stefano Calzavara Lorenzo Cazzaro Giulio Ermanno Pibiri N. Prezza AAML 76 3 0 05 May 2023
Beyond Robustness: Resilience Verification of Tree-Based Classifiers Stefano Calzavara Lorenzo Cazzaro Claudio Lucchese Federico Marcuzzi S. Orlando AAML 66 9 0 05 Dec 2021
$On $\ell_p$-norm Robustness of Ensemble Stumps and Trees$ On $\ell_p$ -norm Robustness of Ensemble Stumps and Trees Yihan Wang Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh AAML 42 7 0 20 Aug 2020