Semi-Symbolic Inference for Efficient Streaming Probabilistic Programming

Eric Atkinson, Charles Yuan, Guillaume Baudart +2

Efficient inference is often possible in a streaming context using Rao-Blackwellized particle filters (RBPFs), which exactly solve inference problems when possible and fall back on…