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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