Global Model Interpretation via Recursive Partitioning

Global Model Interpretation via Recursive Partitioning

11 February 2018

Chengliang Yang

Anand Rangarajan

Sanjay Ranka

Papers citing "Global Model Interpretation via Recursive Partitioning"

14 / 14 papers shown

Title
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction Yang Wu Xurui Li Xuhong Zhang Yangyang Kang Changlong Sun Xiaozhong Liu 32 3 0 06 Sep 2023
Automatic and Accurate Classification of Hotel Bathrooms from Images with Deep Learning Hakan Temiz 3DH 11 1 0 13 Jun 2023
NeuCEPT: Locally Discover Neural Networks' Mechanism via Critical Neurons Identification with Precision Guarantee Minh Nhat Vu Truc D. T. Nguyen My T. Thai AAML 27 3 0 18 Sep 2022
A Survey of Neural Trees Haoling Li Mingli Song Mengqi Xue Haofei Zhang Jingwen Ye Lechao Cheng Mingli Song AI4CE 25 6 0 07 Sep 2022
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities Subash Neupane Jesse Ables William Anderson Sudip Mittal Shahram Rahimi I. Banicescu Maria Seale AAML 61 71 0 13 Jul 2022
Under the Microscope: Interpreting Readability Assessment Models for Filipino Joseph Marvin Imperial Ethel Ong 16 4 0 01 Oct 2021
Parameterized Explainer for Graph Neural Network Dongsheng Luo Wei Cheng Dongkuan Xu Wenchao Yu Bo Zong Haifeng Chen Xiang Zhang 53 542 0 09 Nov 2020
Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines A. Konstantinov Lev V. Utkin FedML AI4CE 12 139 0 14 Oct 2020
Explaining Deep Neural Networks Oana-Maria Camburu XAI FAtt 38 26 0 04 Oct 2020
Machine Guides, Human Supervises: Interactive Learning with Global Explanations Teodora Popordanoska Mohit Kumar Stefano Teso 21 21 0 21 Sep 2020
Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning Teodora Popordanoska Mohit Kumar Stefano Teso 24 1 0 20 Jul 2020
On Interpretability of Artificial Neural Networks: A Survey Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 43 301 0 08 Jan 2020
Optimal Piecewise Local-Linear Approximations Kartik Ahuja W. Zame M. Schaar FAtt 27 1 0 27 Jun 2018
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification Chengliang Yang Anand Rangarajan Sanjay Ranka FAtt 21 140 0 07 Mar 2018