Storchastic: A Framework for General Stochastic Automatic Differentiation

Emile van Krieken, Jakub M. Tomczak, Annette ten Teije

Modelers use automatic differentiation (AD) of computation graphs to implement complex Deep Learning models without defining gradient computations. Stochastic AD extends AD to stoc…