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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:
CoRR (2020)
Keyphrases
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worst case
learning algorithm
optimization problems
lower bound
computationally efficient
data mining projects
regret bounds
error bounds
orders of magnitude
computational cost
neural network
design process
upper bound
computational efficiency
times faster
practical solutions
data sets