On the Computational Intelligibility of Boolean Classifiers

On the Computational Intelligibility of Boolean Classifiers

13 April 2021

Gilles Audemard

Jean-Marie Lagniez

Papers citing "On the Computational Intelligibility of Boolean Classifiers"

19 / 19 papers shown

Title
Interpretable DNFs Martin C. Cooper Imane Bousdira Clément Carbonnel FAtt AI4CE 20 0 0 27 May 2025
Learning outside the Black-Box: The pursuit of interpretable models Jonathan Crabbé Yao Zhang W. Zame M. Schaar 26 24 0 17 Nov 2020
On Explaining Decision Trees Yacine Izza Alexey Ignatiev Sasha Rubin FAtt 57 88 0 21 Oct 2020
On the Tractability of SHAP Explanations Guy Van den Broeck A. Lykov Maximilian Schleich Dan Suciu FAtt TDI 55 268 0 18 Sep 2020
Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay Sasha Rubin Thomas Gerspacher Martin C. Cooper Alexey Ignatiev Nina Narodytska FAtt 49 62 0 13 Aug 2020
Efficient Exact Verification of Binarized Neural Networks Kai Jia Martin Rinard AAML MQ 21 59 0 07 May 2020
Model Agnostic Multilevel Explanations Karthikeyan N. Ramamurthy B. Vinzamuri Yunfeng Zhang Amit Dhurandhar 63 42 0 12 Mar 2020
On The Reasons Behind Decisions Adnan Darwiche Auguste Hirth FaML 49 147 0 21 Feb 2020
Robustness Verification of Tree-based Models Hongge Chen Huan Zhang Si Si Yang Li Duane S. Boning Cho-Jui Hsieh AAML 49 77 0 10 Jun 2019
Significance Tests for Neural Networks Enguerrand Horel K. Giesecke 26 55 0 16 Feb 2019
Abduction-Based Explanations for Machine Learning Models Alexey Ignatiev Nina Narodytska Sasha Rubin FAtt 54 224 0 26 Nov 2018
Model Agnostic Supervised Local Explanations Gregory Plumb Denali Molitor Ameet Talwalkar FAtt LRM MILM 92 197 0 09 Jul 2018
Logical Explanations for Deep Relational Machines Using Relevance Information A. Srinivasan Lovekesh Vig Michael Bain FAtt 20 15 0 02 Jul 2018
A Symbolic Approach to Explaining Bayesian Network Classifiers Andy Shih Arthur Choi Adnan Darwiche FAtt 62 243 0 09 May 2018
Stability and Generalization of Learning Algorithms that Converge to Global Optima Zachary B. Charles Dimitris Papailiopoulos MLT 40 162 0 23 Oct 2017
Verifying Properties of Binarized Deep Neural Networks Nina Narodytska S. Kasiviswanathan L. Ryzhyk Shmuel Sagiv T. Walsh AAML 64 217 0 19 Sep 2017
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 63 1,897 0 28 Jun 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 152 3,685 0 10 Jun 2016
A Knowledge Compilation Map Adnan Darwiche Pierre Marquis 82 953 0 09 Jun 2011

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