Variational Sequential Monte Carlo

Christian A. Naesseth, Scott W. Linderman, Rajesh Ranganath, David M. Blei · International Conference on Artificial Intelligence and Statistics · 2018

Many recent advances in large scale probabilistic inference rely on variational methods. The success of variational approaches depends on (i) formulating a flexible parametric family of distributio ...

Read the paper · More papers on PaperTik