125 citations · 222 across the 16 of their papers we have counts for
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math.OC2021★ 11 cited
Inverse Optimization: Theory and Applications
Timothy C. Y. Chan, Rafid Mahmood, Ian Yihang Zhu
Inverse optimization describes a process that is the "reverse" of traditional mathematical optimization. Unlike traditional optimization, which seeks to compute optimal decisions g…
cs.LG2021★ 1 cited
Low Budget Active Learning via Wasserstein Distance: An Integer Programming Approach
Rafid Mahmood, Sanja Fidler, Marc T. Law
Active learning is the process of training a model with limited labeled data by selecting a core subset of an unlabeled data pool to label. The large scale of data sets used in dee…