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Beyond Sparsity: Tree Regularization of Deep Models for Interpretability.
Mike Wu
Michael C. Hughes
Sonali Parbhoo
Maurizio Zazzi
Volker Roth
Finale Doshi-Velez
Published in:
AAAI (2018)
Keyphrases
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tree models
complex systems
experimental data
statistical models
probabilistic model
learning algorithm
feature selection
high dimensional
prior knowledge
denoising
sparse representation
tree structure
statistical model
computational models
deep architectures