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Model Governance: Reducing the Anarchy of Production ML.
Vinay Sridhar
Sriram Subramanian
Dulcardo Arteaga
Swaminathan Sundararaman
Drew S. Roselli
Nisha Talagala
Published in:
USENIX Annual Technical Conference (2018)
Keyphrases
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computational model
probabilistic model
objective function
prior knowledge
formal model
real time
similarity measure
data sets
information technology
high level
information systems
probability distribution
e government
maximum likelihood
machine learning
theoretical framework
sensitivity analysis