45 citations · 129 across the 21 of their papers we have counts for
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cs.LG2018★ 38 cited
Learning Permutations with Sinkhorn Policy Gradient
Patrick Emami, Sanjay Ranka
Many problems at the intersection of combinatorics and computer science require solving for a permutation that optimally matches, ranks, or sorts some data. These problems usually…
cs.CV2018★ 45 cited
Machine Learning Methods for Data Association in Multi-Object Tracking
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou +1
Data association is a key step within the multi-object tracking pipeline that is notoriously challenging due to its combinatorial nature. A popular and general way to formulate dat…