274 citations · 408 across the 10 of their papers we have counts for
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math.OC2025
Online Stochastic Packing and Combinatorial Allocation with General Correlations
Sabri Cetin, Yilun Chen, David A. Goldberg
There has been a growing interest in studying online stochastic packing and combinatorial allocation under more general correlation structures, motivated by the complex data sets a…
stat.ML2025
A characterization of sample adaptivity in UCB data
Yilun Chen, Jiaqi Lu
We characterize a joint CLT of the number of pulls and the sample mean reward of the arms in a stochastic two-armed bandit environment under UCB algorithms. Several implications of…
math.OC2025★ 1 cited
Beyond Non-Degeneracy: Revisiting Certainty Equivalent Heuristic for Online Linear Programming
Yilun Chen, Wenjia Wang
The Certainty Equivalent heuristic (CE) is a widely-used algorithm for various dynamic resource allocation problems in OR and OM. Despite its popularity, existing theoretical guara…