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All publications by Pedro Domingos
authors venues years



Exchangeable Variable Models
Mathias Niepert and Pedro Domingos
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Discriminative Learning of Sum-Product Networks
Robert Gens and Pedro Domingos
Advances in Neural Information Processing Systems 25, 2012


Learning Markov Logic Networks Using Structural Motifs
Stanley Kok and Pedro Domingos
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Bottom-Up Learning of Markov Network Structure
Jesse Davis and Pedro Domingos
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Learning Efficient Markov Networks
Vibhav Gogate, William Webb and Pedro Domingos
Advances in Neural Information Processing Systems 23, 2010


Approximate Inference by Compilation to Arithmetic Circuits
Daniel Lowd and Pedro Domingos
Advances in Neural Information Processing Systems 23, 2010


Learning Markov logic network structure via hypergraph lifting
Stanley Kok and Pedro Domingos
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Deep transfer via second-order Markov logic
Jesse Davis and Pedro Domingos
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Statistical predicate invention
Stanley Kok and Pedro Domingos
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Naive Bayes models for probability estimation
Daniel Lowd and Pedro Domingos
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Learning the structure of Markov logic networks
Stanley Kok and Pedro Domingos
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Learning Bayesian network classifiers by maximizing conditional likelihood
Daniel Grossman and Pedro Domingos
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Learning with Knowledge from Multiple Experts
Matthew Richardson and Pedro Domingos
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Learning from Infinite Data in Finite Time
Pedro Domingos and Geoff Hulten
Advances in Neural Information Processing Systems 14, 2001