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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:
CoRR (2015)
Keyphrases
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confidence bounds
lower bound
worst case
upper bound
upper and lower bounds
regret bounds
loss function
error bounds
lower and upper bounds
machine learning
online learning
distribution free
expert advice
binary classification
minimax regret
online algorithms
objective function