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Surrogate Regret Bounds for Polyhedral Losses.
Rafael M. Frongillo
Bo Waggoner
Published in:
NeurIPS (2021)
Keyphrases
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regret bounds
lower bound
linear regression
online learning
upper bound
multi armed bandit
bregman divergences
convex hull
convex sets
machine learning
probabilistic model
least squares
statistical model