A Framework for Stochastic Differentiable Programming

Guillaume Verdon, Leo Tyrpak, Owen Lockwood +5

We introduce Parametrized Stochastic Circuits (PSCs), a gate-based intermediate representation for programmable stochastic dynamics in which typed local stochastic kernels with tun…