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An Exact Characterization of the Generalization Error for the Gibbs Algorithm.
Gholamali Aminian
Yuheng Bu
Laura Toni
Miguel R. D. Rodrigues
Gregory W. Wornell
Published in:
NeurIPS (2021)
Keyphrases
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learning algorithm
computational complexity
theoretical analysis
neural network
objective function
cost function
np hard
generalization error
feature selection
upper bound
model selection
cross validation
classification algorithm
learning machines
unbiased estimator