Enhancing Decision Tree based Interpretation of Deep Neural Networks
through L1-Orthogonal Regularization

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Enhancing Decision Tree based Interpretation of Deep Neural Networks through L1-Orthogonal Regularization

10 April 2019

Johannes Maucher

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Papers citing "Enhancing Decision Tree based Interpretation of Deep Neural Networks through L1-Orthogonal Regularization"

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Title
Logical Distillation of Graph Neural Networks Alexander Pluska Pascal Welke Thomas Gärtner Sagar Malhotra 79 2 0 11 Jun 2024
Interpreting Neural Policies with Disentangled Tree Representations Tsun-Hsuan Wang Wei Xiao Tim Seyde Ramin Hasani Daniela Rus DRL 111 2 0 13 Oct 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 102 6 0 07 Sep 2022
NN2Rules: Extracting Rule List from Neural Networks G. R. Lal Varun Mithal 42 2 0 04 Jul 2022
DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees Peter Müller Lukas Faber Karolis Martinkus Roger Wattenhofer 93 8 0 26 May 2022
A Survey on the Explainability of Supervised Machine Learning Nadia Burkart Marco F. Huber FaML XAI 77 781 0 16 Nov 2020
ERIC: Extracting Relations Inferred from Convolutions Joe Townsend Theodoros Kasioumis Hiroya Inakoshi NAI FAtt 82 16 0 19 Oct 2020