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Lista de obras de Pedro Domingos

A few useful things to know about machine learning

artículo científico publicado en 2012

Approximate Inference by Compilation to Arithmetic Circuits

Deep Symmetry Networks

artículo científico publicado en 2014

Discriminative Learning of Sum-Product Networks

artículo científico publicado en 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

artículo científico publicado en 2003

Markov logic networks

On the Latent Variable Interpretation in Sum-Product Networks.

artículo científico publicado en 2016

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

artículo científico publicado en 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

libro de Pedro Domingos

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

book published in 2015

The Role of Occam's Razor in Knowledge Discovery

1999 scholarly article by Pedro Domingos

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