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An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits.
Julian Katz-Samuels
Lalit Jain
Zohar Karnin
Kevin G. Jamieson
Published in:
NeurIPS (2020)
Keyphrases
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regret bounds
data structure
computational cost
step wise
learning algorithm
neural network
real world
decision trees
worst case
online learning
orders of magnitude
recently developed