6 citations · 16 across the 8 of their papers we have counts for
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stat.ML2020★ 6 cited
Fast Rates for Contextual Linear Optimization
Yichun Hu, Nathan Kallus, Xiaojie Mao
Incorporating side observations in decision making can reduce uncertainty and boost performance, but it also requires we tackle a potentially complex predictive relationship. While…
stat.ML2020
DTR Bandit: Learning to Make Response-Adaptive Decisions With Low Regret
Yichun Hu, Nathan Kallus
Dynamic treatment regimes (DTRs) are personalized, adaptive, multi-stage treatment plans that adapt treatment decisions both to an individual's initial features and to intermediate…