2 papers
cs.LG2026
Accelerated Sinkhorn Algorithms for Partial Optimal Transport
Nghia Thu Truong, Qui Phu Pham, Quang Nguyen +2
Partial Optimal Transport (POT) addresses the problem of transporting only a fraction of the total mass between two distributions, making it suitable when marginals have unequal si…
cs.LG2025
Sparse Partial Optimal Transport via Quadratic Regularization
Khang Tran, Khoa Nguyen, Anh Nguyen +7
Partial Optimal Transport (POT) has recently emerged as a central tool in various Machine Learning (ML) applications. It lifts the stringent assumption of the conventional Optimal…