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10/02/2022
Improved Stein Variational Gradient Descent with Importance Weights
Stein Variational Gradient Descent (SVGD) is a popular sampling algorith...
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06/20/2022
A Note on the Convergence of Mirrored Stein Variational Gradient Descent under (L_0,L_1)-Smoothness Condition
In this note, we establish a descent lemma for the population limit Mirr...
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06/02/2022
Federated Learning with a Sampling Algorithm under Isoperimetry
Federated learning uses a set of techniques to efficiently distribute th...
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06/01/2022
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition
Stein Variational Gradient Descent (SVGD) is an important alternative to...
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06/06/2021