Provable guarantees for decision tree induction: the agnostic setting

1 June 2020

Papers citing "Provable guarantees for decision tree induction: the agnostic setting"

5 / 5 papers shown

Title
Modifying Final Splits of Classification Tree for Fine-tuning Subpopulation Target in Policy Making Lei Bill Wang Zhenbang Jiao Fangyi Wang 92 0 0 24 Feb 2025
Decision tree heuristics can fail, even in the smoothed setting Guy Blanc Jane Lange Mingda Qiao Li-Yang Tan 43 7 0 02 Jul 2021
Learning stochastic decision trees Guy Blanc Jane Lange Li-Yang Tan 28 3 0 08 May 2021
Connecting Interpretability and Robustness in Decision Trees through Separation Michal Moshkovitz Yao-Yuan Yang Kamalika Chaudhuri 74 23 0 14 Feb 2021
MurTree: Optimal Classification Trees via Dynamic Programming and Search Emir Demirović Anna Lukina E. Hébrard Jeffrey Chan James Bailey C. Leckie K. Ramamohanarao Peter Stuckey 135 64 0 24 Jul 2020