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Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations.
Andrew Slavin Ross
Michael C. Hughes
Finale Doshi-Velez
Published in:
CoRR (2017)
Keyphrases
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statistical models
complex systems
computational models
training algorithm
causal models
data sets
real world
data mining
learning algorithm
multiscale
training set
prior knowledge
experimental data
structured prediction