Khai Nguyen
2 papers · Latest:
Statistical Machine Learning
Sliced-Regularized Optimal Transport
SROT is a new optimal transport method that uses a smoothened sliced OT plan for regularization, outperforming EOT and SOT in accuracy.
2604.23944
Statistical Machine LearningAmortized Optimal Transport from Sliced Potentials
This paper introduces novel amortized optimal transport methods (RA-OT, OA-OT) using sliced potentials for efficient and accurate OT plan prediction.
2604.15114
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