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bringing regularized optimal transport

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Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs

Neural Information Processing SystemsJan-18-2025, 08:29:29 GMT

We present an efficient algorithm for regularized optimal transport. In contrast toprevious methods, we use the Douglas-Rachford splitting technique to developan efficient solver that can handle a broad class of regularizers. We illustrate its competitiveness in several applications, includingdomain adaptation and learning of generative models.

bringing regularized optimal transport, regularized optimal transport, splitting method, (1 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence (0.55)

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