Approximation Trees: Statistical Stability in Model Distillation

22 August 2018

Papers citing "Approximation Trees: Statistical Stability in Model Distillation"

6 / 6 papers shown

Title
S-LIME: Stabilized-LIME for Model Explanation Zhengze Zhou Giles Hooker Fei Wang FAtt 157 92 0 15 Jun 2021
How to Evaluate Uncertainty Estimates in Machine Learning for Regression? Laurens Sluijterman Eric Cator Tom Heskes UQCV 75 24 0 07 Jun 2021
HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks Yuanyuan Chen Boyang Albert Li Han Yu Pengcheng Wu Chunyan Miao TDI 94 42 0 04 Feb 2021
Distilling Black-Box Travel Mode Choice Model for Behavioral Interpretation Xilei Zhao Zhengze Zhou X. Yan Pascal Van Hentenryck 33 3 0 30 Oct 2019
Unbiased Measurement of Feature Importance in Tree-Based Methods Zhengze Zhou Giles Hooker 450 65 0 12 Mar 2019
Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and its Variance Estimate Indrayudh Ghosal Giles Hooker 203 43 0 21 Mar 2018