125 citations · 1.2k across the 71 of their papers we have counts for
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stat.ML2015★ 32 cited
Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes
Ryan Giordano, Tamara Broderick, Michael Jordan
Mean field variational Bayes (MFVB) is a popular posterior approximation method due to its fast runtime on large-scale data sets. However, it is well known that a major failing of…
stat.ML2015★ 1 cited
Covariance Matrices and Influence Scores for Mean Field Variational Bayes
Ryan Giordano, Tamara Broderick
Mean field variational Bayes (MFVB) is a popular posterior approximation method due to its fast runtime on large-scale data sets. However, it is well known that a major failing of…