NBDT: Neural-Backed Decision Trees

NBDT: Neural-Backed Decision Trees

1 April 2020

Sarah Adel Bargal

Joseph E. Gonzalez

Papers citing "NBDT: Neural-Backed Decision Trees"

18 / 18 papers shown

Title
SEAL: Simultaneous Label Hierarchy Exploration And Learning Zhi-Hao Tan Zihao Wang Yifan Zhang 56 6 0 26 Apr 2023
Label-Free Concept Bottleneck Models Tuomas P. Oikarinen Subhro Das Lam M. Nguyen Tsui-Wei Weng 33 162 0 12 Apr 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 31 0 0 27 Mar 2023
Contrastive Hierarchical Clustering Michal Znale'zniak P. Rola Patryk Kaszuba Jacek Tabor Marek Śmieja 21 5 0 03 Mar 2023
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification Zhi-Wei Zhong M. Hirano Kazuki Shimada Kazuya Tateishi Shusuke Takahashi Yuki Mitsufuji 23 12 0 16 Feb 2023
Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu AAML 27 7 0 18 Dec 2022
Neural Networks are Decision Trees Çağlar Aytekin FAtt 37 24 0 11 Oct 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 20 6 0 07 Sep 2022
Attributable Visual Similarity Learning Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 22 17 0 28 Mar 2022
Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang Yuan Yao Qián Chen Wei Ji Zhiyuan Liu Maosong Sun Tat-Seng Chua 29 89 0 22 Mar 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 30 1 0 10 Feb 2022
Computing Class Hierarchies from Classifiers Kai Kang Fangzhen Lin 11 0 0 02 Dec 2021
Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability Yan Kang Yang Liu Yuezhou Wu Guoqiang Ma Qiang Yang 19 39 0 22 Nov 2021
Leveraging Sparse Linear Layers for Debuggable Deep Networks Eric Wong Shibani Santurkar A. Madry FAtt 22 88 0 11 May 2021
Neural Prototype Trees for Interpretable Fine-grained Image Recognition Meike Nauta Ron van Bree C. Seifert 83 262 0 03 Dec 2020
TUTOR: Training Neural Networks Using Decision Rules as Model Priors Shayan Hassantabar Prerit Terway N. Jha 36 10 0 12 Oct 2020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation Sebastian Bruch Jan Pfeifer Mathieu Guillame-Bert 21 7 0 29 Jul 2020
SegNBDT: Visual Decision Rules for Segmentation Alvin Wan Daniel Ho You Song Henk Tillman Sarah Adel Bargal Joseph E. Gonzalez SSeg 22 6 0 11 Jun 2020