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A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting.
Samarth Gupta
Shreyas Chaudhari
Subhojyoti Mukherjee
Gauri Joshi
Osman Yagan
Published in:
IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
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multi armed bandit
upper confidence bound
bandit problems
learning algorithm
regret bounds
orders of magnitude
contextual bandit
computational efficiency
random sampling
worst case
feature selection
database
markov random field
optimization problems
theoretical analysis
graph theory
image segmentation