20 citations · 40 across the 9 of their papers we have counts for
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cs.LG2021★ 6 cited
Fair Sequential Selection Using Supervised Learning Models
Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan
We consider a selection problem where sequentially arrived applicants apply for a limited number of positions/jobs. At each time step, a decision maker accepts or rejects the given…
cs.LG2021★ 9 cited
Conservative Policy Construction Using Variational Autoencoders for Logged Data with Missing Values
Mahed Abroshan, Kai Hou Yip, Cem Tekin +1
In high-stakes applications of data-driven decision making like healthcare, it is of paramount importance to learn a policy that maximizes the reward while avoiding potentially dan…