Delta-AI: Local objectives for amortized inference in sparse graphical models

Jean-Pierre Falet, Hae Beom Lee, Esmeralda S. Whitammer +6

We present a new algorithm for amortized inference in sparse probabilistic graphical models (PGMs), which we call $\Delta$-amortized inference ($\Delta$-AI). Our approach is based on the obs…