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Barron Optimal Transport I: Generative Modeling

Dogariu, Evan et al.
arXiv (All) · Papers
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analysis-of-pdesmachine-learning
Motivated by recent applications in generative modeling and sampling, we introduce a framework for optimal measure transport where cost captures the notion of neural network complexity. In transport-based generative models, samples from a reference distribution (e.g. Gaussian) are mapped to samples
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