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Efficient Decompositional Rule Extraction for Deep Neural Networks

Efficient Decompositional Rule Extraction for Deep Neural Networks

Mateo Espinosa Zarlenga
Z. Shams
M. Jamnik
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Papers citing "Efficient Decompositional Rule Extraction for Deep Neural Networks"

4 / 4 papers shown
Title
RuleMatrix: Visualizing and Understanding Classifiers with Rules
RuleMatrix: Visualizing and Understanding Classifiers with Rules
Yao Ming
Huamin Qu
E. Bertini
FAtt
62
215
0
17 Jul 2018
Local Rule-Based Explanations of Black Box Decision Systems
Local Rule-Based Explanations of Black Box Decision Systems
Riccardo Guidotti
A. Monreale
Salvatore Ruggieri
D. Pedreschi
Franco Turini
F. Giannotti
123
437
0
28 May 2018
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Sandra Wachter
Brent Mittelstadt
Chris Russell
MLAU
98
2,348
0
01 Nov 2017
Understanding Black-box Predictions via Influence Functions
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh
Percy Liang
TDI
169
2,878
0
14 Mar 2017