27 citations · 113 across the 17 of their papers we have counts for
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stat.ML2017★ 16 cited
A Note on a Tight Lower Bound for MNL-Bandit Assortment Selection Models
Xi Chen, Yining Wang
In this short note we consider a dynamic assortment planning problem under the capacitated multinomial logit (MNL) bandit model. We prove a tight lower bound on the accumulated reg…
stat.ML2017★ 2 cited
Non-stationary Stochastic Optimization under -Variation Measures
Xi Chen, Yining Wang, Yu-Xiang Wang
We consider a non-stationary sequential stochastic optimization problem, in which the underlying cost functions change over time under a variation budget constraint. We propose an…