Explaining Anomalies in Groups with Characterizing Subspace Rules

20 August 2017

Papers citing "Explaining Anomalies in Groups with Characterizing Subspace Rules"

8 / 8 papers shown

Title
Interpretable & Explorable Approximations of Black Box Models Himabindu Lakkaraju Ece Kamar R. Caruana J. Leskovec FAtt 65 254 0 04 Jul 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 278 2,262 0 24 Jun 2017
Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong Andrea Vedaldi FAtt AAML 74 1,518 0 11 Apr 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 169 2,882 0 14 Mar 2017
Making Tree Ensembles Interpretable Satoshi Hara K. Hayashi 60 71 0 17 Jun 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,954 0 16 Feb 2016
Interpreting Tree Ensembles with inTrees Houtao Deng 82 242 0 23 Aug 2014
Expert-Guided Subgroup Discovery: Methodology and Application D. Gamberger Nada Lavrac 62 221 0 22 Jun 2011