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Disentangling Influence: Using Disentangled Representations to Audit Model Predictions.
Charles T. Marx
Richard Lanas Phillips
Sorelle A. Friedler
Carlos Scheidegger
Suresh Venkatasubramanian
Published in:
CoRR (2019)
Keyphrases
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computational model
statistical model
high level
management system
theoretical analysis
prediction model
objective function
probabilistic model
input data
experimental data
machine learning
learning algorithm
higher level
theoretical framework
mathematical model
individual level