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Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses.
Yihan Zhou
Victor S. Portella
Mark Schmidt
Nicholas J. A. Harvey
Published in:
NeurIPS (2020)
Keyphrases
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regret bounds
online learning
lipschitz continuity
e learning
set valued
active learning
variational inequalities
lower bound
machine learning
pairwise
special case
upper bound
metric space
linear regression
online convex optimization