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cs.AI2024
Federated Learning for Discrete Optimal Transport with Large Population under Incomplete Information
Navpreet Kaur, Juntao Chen, Yingdong Lu
Optimal transport is a powerful framework for the efficient allocation of resources between sources and targets. However, traditional models often struggle to scale effectively in…
math.OC2024
Mean Field Control by Stochastic Koopman Operator via a Spectral Method
Yuhan Zhao, Juntao Chen, Yingdong Lu +1
Mean field control provides a robust framework for coordinating large-scale populations with complex interactions and has wide applications across diverse fields. However, the inhe…