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cs.IR2023
Counterfactual Evaluation of Peer-Review Assignment Policies
Martin Saveski, Steven Jecmen, Nihar B. Shah +1
Peer review assignment algorithms aim to match research papers to suitable expert reviewers, working to maximize the quality of the resulting reviews. A key challenge in designing…
stat.ME2023★ 2 cited
Off-policy evaluation beyond overlap: partial identification through smoothness
Samir Khan, Martin Saveski, Johan Ugander
Off-policy evaluation (OPE) is the problem of estimating the value of a target policy using historical data collected under a different logging policy. OPE methods typically assume…