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08/23/2023
Score diffusion models without early stopping: finite Fisher information is all you need
Diffusion models are a new class of generative models that revolve aroun...
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04/13/2023
Non-asymptotic convergence bounds for Sinkhorn iterates and their gradients: a coupling approach
Computational optimal transport (OT) has recently emerged as a powerful ...
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02/12/2023
Mean Field Optimization Problem Regularized by Fisher Information
Recently there is a rising interest in the research of mean field optimi...
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04/06/2020
Game on Random Environment, Mean-field Langevin System and Neural Networks
In this paper we study a type of games regularized by the relative entro...
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04/06/2020