A kernelized path gradient estimator with an importance-sampling correction reduces gradient variance in semi-implicit variational inference and matches or improves on KSIVI.
Stein variational gradient descent: A general purpose bayesian inference algorithm
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Semi-Implicit Variational Inference via Kernelized Path Gradient Descent
A kernelized path gradient estimator with an importance-sampling correction reduces gradient variance in semi-implicit variational inference and matches or improves on KSIVI.