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How Biased Is Your Model? Concentration Inequalities, Information and Model Bias.
Konstantinos Gourgoulias
Markos A. Katsoulakis
Luc Rey-Bellet
Jie Wang
Published in:
IEEE Trans. Inf. Theory (2020)
Keyphrases
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computational model
probabilistic model
partial information
objective function
probability distribution
reasoning process
prior information
statistical model
prior knowledge
machine learning
data sets
domain knowledge
database
information sources
cost function
theoretical framework
high level
expert knowledge