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Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation.
Joshua Vendrow
Saachi Jain
Logan Engstrom
Aleksander Madry
Published in:
CoRR (2023)
Keyphrases
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probabilistic model
computational model
statistical model
parameter estimation
mathematical model
formal model
neural network
test data
conceptual model
sensitivity analysis
prediction model
database
machine learning
prior knowledge
benchmark datasets
simulation model