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A Tale of Two Metrics: Simultaneous Bounds on Competitiveness and Regret.
Lachlan L. H. Andrew
Siddharth Barman
Katrina Ligett
Minghong Lin
Adam Meyerson
Alan Roytman
Adam Wierman
Published in:
COLT (2013)
Keyphrases
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confidence bounds
lower bound
worst case
upper bound
regret bounds
online learning
upper and lower bounds
expert advice
evaluation metrics
tight bounds
vc dimension
data sets
lower and upper bounds
decision problems
similarity metrics
information theoretic
loss function
special case
loss bounds
case study