2 citations · 6 across the 10 of their papers we have counts for
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cs.LG2022★ 2 cited
Stochastic Constrained DRO with a Complexity Independent of Sample Size
Qi Qi, Jiameng Lyu, Kung sik Chan +2
Distributionally Robust Optimization (DRO), as a popular method to train robust models against distribution shift between training and test sets, has received tremendous attention…
stat.ML2022★ 2 cited
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing
Xi Chen, Jiameng Lyu, Yining Wang +1
In addition to maximizing the total revenue, decision-makers in lots of industries would like to guarantee balanced consumption across different resources. For instance, in the ret…