6 citations · 21 across the 12 of their papers we have counts for
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stat.ML2018★ 5 cited
Causal Bandits with Propagating Inference
Akihiro Yabe, Daisuke Hatano, Hanna Sumita +4
Bandit is a framework for designing sequential experiments. In each experiment, a learner selects an arm and obtains an observation corresponding to . Theore…
cs.DS2018
Submodular maximization with uncertain knapsack capacity
Yasushi Kawase, Hanna Sumita, Takuro Fukunaga
We consider the maximization problem of monotone submodular functions under an uncertain knapsack constraint. Specifically, the problem is discussed in the situation that the knaps…