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On the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizers.
Benjamin I. P. Rubinstein
Aleksandr Simma
Published in:
IEEE Trans. Inf. Theory (2012)
Keyphrases
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empirical risk minimization
empirical risk
uniform convergence
vc dimension
loss function
decision function
risk minimization
prediction error
statistical learning theory
sufficient conditions
computationally tractable
upper bound
multi class
phase transition
fixed number
majority vote