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02/24/2023
A Targeted Accuracy Diagnostic for Variational Approximations
Variational Inference (VI) is an attractive alternative to Markov Chain ...
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06/09/2022
A Spectral Representation of Kernel Stein Discrepancy with Application to Goodness-of-Fit Tests for Measures on Infinite Dimensional Hilbert Spaces
Kernel Stein discrepancy (KSD) is a widely used kernel-based measure of ...
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10/09/2019
Practical Posterior Error Bounds from Variational Objectives
Variational inference has become an increasingly attractive, computation...
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09/25/2018
Practical bounds on the error of Bayesian posterior approximations: A nonasymptotic approach
Bayesian inference typically requires the computation of an approximatio...
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06/26/2018
