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cs.LG2023
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
Anh Duc Nguyen, Tuan Dung Nguyen, Quang Minh Nguyen +3
This paper studies the Partial Optimal Transport (POT) problem between two unbalanced measures with at most supports and its applications in various AI tasks such as color tran…
math.OC2023★ 1 cited
Stochastic Approximation for Nonlinear Discrete Stochastic Control: Finite-Sample Bounds
Hoang Huy Nguyen, Siva Theja Maguluri
We consider a nonlinear discrete stochastic control system, and our goal is to design a feedback control policy in order to lead the system to a prespecified state. We adopt a stoc…