Department of Statistics, University of California, Berkeley; ICSI, LBNL, and Department of Statistics, University of California, Berkeley; School of Mathematics and Statistics, University of Melbourne, Australia
Feynman Liang, Liam Hodgkinson, Michael Mahoney
probabilistic programming;static analysis;heavy tails;monte carlo;mcmc;variational inference
A Heavy-Tailed Algebra for Probabilistic Programming