Giuseppe Marra

Parallel Noising in Neural Markov Logic Networks

Peter Jung, Giuseppe Marra, Ondrej Kuzelka

Neural Markov Logic Networks (NMLNs) are a flexible neurosymbolic relational model. Previous work has shown that, although NMLNs achieve strong performance as generative models for small relational structures, they underperform diffusion-based generative graph models on larger st…Read more