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Interpretable DNFs

Interpretable DNFs

27 May 2025
Martin C. Cooper
Imane Bousdira
Clément Carbonnel
    FAtt
    AI4CE
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Papers citing "Interpretable DNFs"

5 / 5 papers shown
Title
SAT-Based Rigorous Explanations for Decision Lists
SAT-Based Rigorous Explanations for Decision Lists
Alexey Ignatiev
Sasha Rubin
XAI
48
46
0
14 May 2021
On the Computational Intelligibility of Boolean Classifiers
On the Computational Intelligibility of Boolean Classifiers
Gilles Audemard
S. Bellart
Louenas Bounia
F. Koriche
Jean-Marie Lagniez
Pierre Marquis
40
58
0
13 Apr 2021
Interpretable Machine Learning -- A Brief History, State-of-the-Art and
  Challenges
Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges
Christoph Molnar
Giuseppe Casalicchio
B. Bischl
AI4TS
AI4CE
68
402
0
19 Oct 2020
Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time
  and Delay
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
A Symbolic Approach to Explaining Bayesian Network Classifiers
A Symbolic Approach to Explaining Bayesian Network Classifiers
Andy Shih
Arthur Choi
Adnan Darwiche
FAtt
64
243
0
09 May 2018
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