112 citations · 147 across the 10 of their papers we have counts for
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cs.LG2014★ 112 cited
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms
Wei Chen, Yajun Wang, Yang Yuan +1
We define a general framework for a large class of combinatorial multi-armed bandit (CMAB) problems, where subsets of base arms with unknown distributions form super arms. In each…
cs.SI2014★ 6 cited
Minimizing Seed Set Selection with Probabilistic Coverage Guarantee in a Social Network
Peng Zhang, Wei Chen, Xiaoming Sun +2
A topic propagating in a social network reaches its tipping point if the number of users discussing it in the network exceeds a critical threshold such that a wide cascade on the t…