On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models

Boyao Li, Alexander J. Thomson, Houssam Nassif +2

Deep neural networks (DNNs) lack the precise semantics and definitive probabilistic interpretation of probabilistic graphical models (PGMs). In this paper, we propose an innovative…