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Excess Risk Bounds for Exponentially Concave Losses.
Mehrdad Mahdavi
Rong Jin
Published in:
CoRR (2014)
Keyphrases
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risk bounds
data dependent
empirical risk minimization
learning algorithm
stochastic processes
statistical learning theory
objective function
vc dimension
parameter free
lower bound
theoretical framework
regret bounds