• Publications
  • Influence

Claim Your Author Page
Ensure your research is discoverable on Semantic Scholar. Claiming your author page allows you to personalize the information displayed and manage your publications. Semantic Scholar automatically creates author pages based on data aggregated from public sources and our publisher partners.
  • Matthew Richardson, Pedro M. Domingos
  • Computer Science, Mathematics
  • Machine Learning
  • 2006 (First Publication: 1 February 2006)
  • We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge base with a weightExpand
  • Pedro M. Domingos, Geoff Hulten
  • Computer Science
  • KDD '00
  • 2000 (First Publication: 1 August 2000)
  • Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous data streams bringsExpand
  • Hoifung Poon, Pedro M. Domingos
  • Computer Science, Mathematics
  • IEEE International Conference on Computer Vision…
  • 2011 (First Publication: 14 July 2011)
  • The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under which the partitionExpand