Amalgam: Hybrid LLM-PGM Synthesis Algorithm for Accuracy and Realism

Antheas Kapenekakis, Bent Thomsen, Katja Hose +1

To generate synthetic datasets, e.g., in domains such as healthcare, the literature proposes approaches of two main types: Probabilistic Graphical Models (PGMs) and Deep Learning m…