Graph Reparameterizations for Enabling 1000+ Monte Carlo Iterations in Bayesian Deep Neural Networks

no code implementations • 19 Feb 2022 • Jurijs Nazarovs, Ronak R. Mehta, Vishnu Suresh Lokhande, Vikas Singh

This is directly related to the structure of the computation graph, which can grow linearly as a function of the number of MC samples needed.