Stochastic Online Greedy Learning with Semi-bandit Feedbacks

Tian Lin, Jian Li, Wei Chen

Neural Information Processing Systems 

In this paper, we address the online learning problem when the input to the greedy algorithm is stochastic with unknown parameters that have to be learned over time.

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