2 papers
cs.IT2025
Constrained Gaussian Wasserstein Optimal Transport with Commutative Covariance Matrices
Jun Chen, Jia Wang, Ruibin Li +4
Optimal transport has found widespread applications in signal processing and machine learning. Among its many equivalent formulations, optimal transport seeks to reconstruct a rand…
cs.IT2024
Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication
Xiqiang Qu, Ruibin Li, Jun Chen +2
Optimal transport has numerous applications, particularly in machine learning tasks involving generative models. In practice, the transportation process often encounters an informa…