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BoMb-OT: On Batch of Mini-batches Optimal Transport
Mini-batch optimal transport (m-OT) has been successfully used in practi...
02/11/2021 ∙ by Khai Nguyen, et al. ∙
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Improving Relational Regularized Autoencoders with Spherical Sliced Fused Gromov Wasserstein
Relational regularized autoencoder (RAE) is a framework to learn the dis...
10/05/2020 ∙ by Khai Nguyen, et al. ∙
3
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Distributional Sliced-Wasserstein and Applications to Generative Modeling
Sliced-Wasserstein distance (SWD) and its variation, Max Sliced-Wasserst...
02/18/2020 ∙ by Khai Nguyen, et al. ∙
4
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On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm
We provide a computational complexity analysis for the Sinkhorn algorith...
02/09/2020 ∙ by Khiem Pham, et al. ∙
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