220 citations · 251 across the 24 of their papers we have counts for
3 papers · 1 filter
Learning Fair Policies for Multi-stage Selection Problems from Observational Data
Zhuangzhuang Jia, Grani A. Hanasusanto, Phebe Vayanos +1
We consider the problem of learning fair policies for multi-stage selection problems from observational data. This problem arises in several high-stakes domains such as company hir…
Second-order bounds for the M/M/ queue with random arrival rate
Wouter J. E. C. van Eekelen, Grani A. Hanasusanto, John J. Hasenbein +1
Consider an M/M/ queue with the additional feature that the arrival rate is a random variable of which only the mean, variance, and range are known. Using semi-infinite linear p…
Distributionally Robust Path Integral Control
Hyuk Park, Duo Zhou, Grani A. Hanasusanto +1
We consider a continuous-time continuous-space stochastic optimal control problem, where the controller lacks exact knowledge of the underlying diffusion process, relying instead o…