List of works - Pedro Domingos

A few useful things to know about machine learning

scientific article published on 25 September 2012

Approximate Inference by Compilation to Arithmetic Circuits ⬇️

Deep Symmetry Networks ⬇️

scientific article published in January 2014

Discriminative Learning of Sum-Product Networks ⬇️

scientific article published in January 2012

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Learning Efficient Markov Networks ⬇️

Learning from Infinite Data in Finite Time ⬇️

Learning to match ontologies on the Semantic Web

scientific article published on 21 November 2003

Markov logic networks

On the Latent Variable Interpretation in Sum-Product Networks.

scientific article

On the Optimality of the Simple Bayesian Classifier under Zero-One Loss

scholarly article

Pedro Domingos on The Master Algorithm: A Conversation with Vasant Dhar

scientific article published on March 2016

Submodular Field Grammars: Representation, Inference, and Application to Image Parsing ⬇️

The Intelligent surfer: Probabilistic Combination of Link and Content Information in PageRank ⬇️

The Master Algorithm

book by Pedro Domingos

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

book published in 2015

Trust Management for the Semantic Web

article by Matthew Richardson et al published 2003 in The Semantic Web - ISWC 2003: Second International Semantic Web Conference, Sanibel Island, FL, USA, October 20-23, 2003. Proceedings

List of works by Pedro Domingos