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Streaming Stochastic Variational Bayes (SSVB)

Contains three experiment scripts

  • SVB (Broderick et al., 2013) with black-box inference primitives vs SVI (Hoffman et al., 2013) as black-box inference
  • SSVB for classification (vs SVB, SVI and PVI)
  • SSVB for linear mixed-effects models (vs SVB, SVI and PVI)

Publications