We are a research lab focused on investigating probabilistic models and programs that are reliable and efficient. We are based at the School of Informatics, University of Edinburgh within the Institute for Adaptive and Neural Computations (ANC).

#probabilistic-modeling #neuro-symbolic-AI #constraints #tractable-inference #circuits
latest news
✨✨✨ We are organizing a workshop and a tutorial on connecting tensor factorizations and circuits at AAAI-25! ✨✨✨
selected works
We investigate the connections between tensor factorizations and circuits: how the literature of the former can benefit from the theory about the latter, and how we can scale the latter with the former. Transactions on Machine Learning Research Featured Certification