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No Internal Regret via Neighborhood Watch.
Dean P. Foster
Alexander Rakhlin
Published in:
AISTATS (2012)
Keyphrases
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lower bound
internal and external
online learning
loss function
databases
worst case
confidence bounds
bandit problems
expert advice
regret bounds
neighborhood structure
markov decision processes
upper bound
minimax regret
similarity measure
regret minimization
database