Does Your Model Know the Digit 6 Is Not a Cat? A Less Biased Evaluation of "Outlier" Detectors.

Alireza Shafaei Mark Schmidt James J. Little

Published in: CoRR (2018)

Keyphrases

computational model
mathematical model
formal model
evaluation model
high level

expert systems
probabilistic model
statistical model
experimental data
image sequences

cost function
sensitivity analysis
parameter estimation
evaluation method
simulation model

information retrieval
em algorithm
video sequences
information systems