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Publications of "Pedro M. Domingos" ( http://dblp.L3S.de/Authors/Pedro_M._Domingos )

URL (Homepage):  http://homes.cs.washington.edu/~pedrod/  Author page on DBLP  Author page in RDF  Community of Pedro M. Domingos in ASPL-2

Publication years (Num. hits)
1994-1997 (19) 1998-2001 (25) 2002-2003 (18) 2004-2005 (18) 2006-2007 (15) 2008-2009 (15) 2010 (15) 2011-2012 (19) 2013-2015 (16) 2016-2018 (15) 2019 (1)
Publication types (Num. hits)
article(38) book(1) incollection(6) inproceedings(130) proceedings(1)
Venues (Conferences, Journals, ...)
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The graphs summarize 74 occurrences of 49 keywords

Results
Found 177 publication records. Showing 176 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Pedro M. Domingos, Daniel Lowd Unifying logical and statistical AI with Markov logic. Search on Bibsonomy Commun. ACM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos Machine Learning for Data Management: Problems and Solutions. Search on Bibsonomy SIGMOD Conference The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos Submodular Field Grammars: Representation, Inference, and Application to Image Parsing. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos Deep Learning as a Mixed Convex-Combinatorial Optimization Problem. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader 0001, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos Deep Learning as a Mixed Convex-Combinatorial Optimization Problem. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Robert Peharz, Robert Gens, Franz Pernkopf, Pedro M. Domingos On the Latent Variable Interpretation in Sum-Product Networks. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Robert Gens, Pedro M. Domingos Compositional Kernel Machines. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2017 DBLP  BibTeX  RDF
1Robert Peharz, Robert Gens, Franz Pernkopf, Pedro M. Domingos On the Latent Variable Interpretation in Sum-Product Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos The Sum-Product Theorem: A Foundation for Learning Tractable Models. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos Recursive Decomposition for Nonconvex Optimization. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Probabilistic theorem proving. Search on Bibsonomy Commun. ACM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Geoff Hulten, Pedro M. Domingos Mining Decision Trees from Streams. Search on Bibsonomy Data Stream Management The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla Unifying Logical and Statistical AI. Search on Bibsonomy LICS The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Learning Tractable Probabilistic Models for Fault Localization. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos The Sum-Product Theorem: A Foundation for Learning Tractable Models. Search on Bibsonomy ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Learning Tractable Probabilistic Models for Fault Localization. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Mathias Niepert, Pedro M. Domingos Learning and Inference in Tractable Probabilistic Knowledge Bases. Search on Bibsonomy UAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Learning Relational Sum-Product Networks. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Abram L. Friesen, Pedro M. Domingos Recursive Decomposition for Nonconvex Optimization - IJCAI-15 Distinguished Paper. Search on Bibsonomy IJCAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Robert Peharz, Sebastian Tschiatschek, Franz Pernkopf, Pedro M. Domingos On Theoretical Properties of Sum-Product Networks. Search on Bibsonomy AISTATS The full citation details ... 2015 DBLP  BibTeX  RDF
1Mathias Niepert, Pedro M. Domingos Exchangeable Variable Models. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Automated Debugging with Tractable Probabilistic Programming. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Learning Tractable Statistical Relational Models. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Parag Singla, Aniruddh Nath, Pedro M. Domingos Approximate Lifting Techniques for Belief Propagation. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Mathias Niepert, Pedro M. Domingos Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Robert Gens, Pedro M. Domingos Deep Symmetry Networks. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Mathias Niepert, Pedro M. Domingos Exchangeable Variable Models. Search on Bibsonomy ICML The full citation details ... 2014 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Structured Message Passing. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Structured Message Passing. Search on Bibsonomy UAI The full citation details ... 2013 DBLP  BibTeX  RDF
1William Austin Webb, Pedro M. Domingos Tractable Probabilistic Knowledge Bases with Existence Uncertainty. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2013 DBLP  BibTeX  RDF
1Robert Gens, Pedro M. Domingos Learning the Structure of Sum-Product Networks. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Approximation by Quantization Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Parag Singla, Pedro M. Domingos Markov Logic in Infinite Domains Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Formula-Based Probabilistic Inference Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Daniel Lowd, Pedro M. Domingos Learning Arithmetic Circuits Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Sum-Product Networks: A New Deep Architecture Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Probabilistic Theorem Proving Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Pedro M. Domingos A few useful things to know about machine learning. Search on Bibsonomy Commun. ACM The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Chloé Kiddon, Pedro M. Domingos Knowledge Extraction and Joint Inference Using Tractable Markov Logic. Search on Bibsonomy AKBC-WEKEX@NAACL-HLT The full citation details ... 2012 DBLP  BibTeX  RDF
1Pedro M. Domingos, William Austin Webb A Tractable First-Order Probabilistic Logic. Search on Bibsonomy AAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Robert Gens, Pedro M. Domingos Discriminative Learning of Sum-Product Networks. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Hendrik Blockeel, Karsten M. Borgwardt, Luc De Raedt, Pedro M. Domingos, Kristian Kersting, Xifeng Yan Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning. Search on Bibsonomy Machine Learning The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Jesse Davis, Pedro M. Domingos Deep Transfer: A Markov Logic Approach. Search on Bibsonomy AI Magazine The full citation details ... 2011 DBLP  BibTeX  RDF
1Pedro M. Domingos, Sumit K. Sanghai, Daniel S. Weld Relational Dynamic Bayesian Networks Search on Bibsonomy CoRR The full citation details ... 2011 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Sum-Product Networks: A New Deep Architecture. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Approximation by Quantization. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Probabilistic Theorem Proving. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1James Blythe, Jerry R. Hobbs, Pedro M. Domingos, Rohit J. Kate, Raymond J. Mooney Implementing Weighted Abduction in Markov Logic. Search on Bibsonomy ICWS The full citation details ... 2011 DBLP  BibTeX  RDF
1Chloé Kiddon, Pedro M. Domingos Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Sum-product networks: A new deep architecture. Search on Bibsonomy ICCV Workshops The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla Markov Logic: A Language and Algorithms for Link Mining. Search on Bibsonomy Link Mining The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Formula-Based Probabilistic Inference. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Parag Singla, Aniruddh Nath, Pedro M. Domingos Approximate Lifted Belief Propagation. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Vibhav Gogate, Pedro M. Domingos Exploiting Logical Structure in Lifted Probabilistic Inference. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Efficient Belief Propagation for Utility Maximization and Repeated Inference. Search on Bibsonomy AAAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Stanley Kok, Pedro M. Domingos Using Structural Motifs for Learning Markov Logic Networks. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Efficient Lifting for Online Probabilistic Inference. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Chloé Kiddon, Pedro M. Domingos Leveraging Ontologies for Lifted Probabilistic Inference and Learning. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Aniruddh Nath, Pedro M. Domingos Efficient Lifting for Online Probabilistic Inference. Search on Bibsonomy AAAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Machine Reading: A "Killer App" for Statistical Relational AI. Search on Bibsonomy Statistical Relational Artificial Intelligence The full citation details ... 2010 DBLP  BibTeX  RDF
1Daniel Lowd, Pedro M. Domingos Approximate Inference by Compilation to Arithmetic Circuits. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Vibhav Gogate, William Austin Webb, Pedro M. Domingos Learning Efficient Markov Networks. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
1Stanley Kok, Pedro M. Domingos Learning Markov Logic Networks Using Structural Motifs. Search on Bibsonomy ICML The full citation details ... 2010 DBLP  BibTeX  RDF
1Jesse Davis, Pedro M. Domingos Bottom-Up Learning of Markov Network Structure. Search on Bibsonomy ICML The full citation details ... 2010 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Unsupervised Ontology Induction from Text. Search on Bibsonomy ACL The full citation details ... 2010 DBLP  BibTeX  RDF
1Pedro M. Domingos, Daniel Lowd Markov Logic: An Interface Layer for Artificial Intelligence Search on Bibsonomy 2009   DOI  RDF
1Hoifung Poon, Pedro M. Domingos Unsupervised Semantic Parsing. Search on Bibsonomy EMNLP The full citation details ... 2009 DBLP  BibTeX  RDF
1Jesse Davis, Pedro M. Domingos Deep transfer via second-order Markov logic. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Stanley Kok, Pedro M. Domingos Learning Markov logic network structure via hypergraph lifting. Search on Bibsonomy ICML The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Thomas G. Dietterich, Pedro M. Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli Structured machine learning: the next ten years. Search on Bibsonomy Machine Learning The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Structured machine learning, Inductive logic programming, Relational learning, Statistical relational learning
1Stanley Kok, Pedro M. Domingos Extracting Semantic Networks from Text Via Relational Clustering. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos Markov logic: a unifying language for knowledge and information management. Search on Bibsonomy CIKM The full citation details ... 2008 DBLP  DOI  BibTeX  RDF markov logic, first-order logic, markov networks
1Pedro M. Domingos, Daniel Lowd, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla Just Add Weights: Markov Logic for the Semantic Web. Search on Bibsonomy URSW (LNCS Vol.) The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Daniel Lowd, Pedro M. Domingos Learning Arithmetic Circuits. Search on Bibsonomy UAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Parag Singla, Pedro M. Domingos Lifted First-Order Belief Propagation. Search on Bibsonomy AAAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Jue Wang, Pedro M. Domingos Hybrid Markov Logic Networks. Search on Bibsonomy AAAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos, Marc Sumner A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC. Search on Bibsonomy AAAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Pedro M. Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla Markov Logic. Search on Bibsonomy Probabilistic Inductive Logic Programming The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Joint Unsupervised Coreference Resolution with Markov Logic. Search on Bibsonomy EMNLP The full citation details ... 2008 DBLP  BibTeX  RDF
1Pedro M. Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla, Marc Sumner, Jue Wang Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition. Search on Bibsonomy SSPR/SPR The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos Toward knowledge-rich data mining. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Markov logic, Markov random fields, First-order logic
1Daniel Lowd, Pedro M. Domingos Efficient Weight Learning for Markov Logic Networks. Search on Bibsonomy PKDD The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos, Parag Singla Markov Logic in Infinite Domains. Search on Bibsonomy Probabilistic, Logical and Relational Learning - A Further Synthesis The full citation details ... 2007 DBLP  BibTeX  RDF
1Parag Singla, Pedro M. Domingos Markov Logic in Infinite Domains. Search on Bibsonomy UAI The full citation details ... 2007 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Joint Inference in Information Extraction. Search on Bibsonomy AAAI The full citation details ... 2007 DBLP  BibTeX  RDF
1Stanley Kok, Pedro M. Domingos Statistical predicate invention. Search on Bibsonomy ICML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Daniel Lowd, Pedro M. Domingos Recursive Random Fields. Search on Bibsonomy IJCAI The full citation details ... 2007 DBLP  BibTeX  RDF
1Matthew Richardson, Pedro M. Domingos Markov logic networks. Search on Bibsonomy Machine Learning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Knowledge-based model construction, Pseudo-likelihood, Markov random fields, Satisfiability, First-order logic, Graphical models, Markov chain Monte Carlo, Inductive logic programming, Link prediction, Statistical relational learning, Markov networks, Log-linear models
1Parag Singla, Pedro M. Domingos Entity Resolution with Markov Logic. Search on Bibsonomy ICDM The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos Learning, Logic, and Probability: A Unified View. Search on Bibsonomy PRICAI The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Parag Singla, Pedro M. Domingos Memory-Efficient Inference in Relational Domains. Search on Bibsonomy AAAI The full citation details ... 2006 DBLP  BibTeX  RDF
1Hoifung Poon, Pedro M. Domingos Sound and Efficient Inference with Probabilistic and Deterministic Dependencies. Search on Bibsonomy AAAI The full citation details ... 2006 DBLP  BibTeX  RDF
1Pedro M. Domingos, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla Unifying Logical and Statistical AI. Search on Bibsonomy AAAI The full citation details ... 2006 DBLP  BibTeX  RDF
1Pedro M. Domingos Learning, Logic, and Probability: A Unified View. Search on Bibsonomy EKAW The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos Learning, Logic, and Probability: A Unified View. Search on Bibsonomy IBERAMIA-SBIA The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Michael L. Anderson, Thomas Barkowsky, Pauline Berry, Douglas S. Blank, Timothy Chklovski, Pedro M. Domingos, Marek J. Druzdzel, Christian Freksa, John Gersh, Mary Hegarty, Tze-Yun Leong, Henry Lieberman, Ric K. Lowe, Susann Luperfoy, Rada Mihalcea, Lisa Meeden, David P. Miller, Tim Oates, Robert L. Popp, Daniel G. Shapiro, Nathan Schurr, Push Singh, John Yen Reports on the 2005 AAAI Spring Symposium Series. Search on Bibsonomy AI Magazine The full citation details ... 2005 DBLP  BibTeX  RDF
1Steffen Staab, Pedro M. Domingos, Peter Mika, Jennifer Golbeck, Li Ding 0001, Timothy W. Finin, Anupam Joshi, Andrzej Nowak, Robin R. Vallacher Social Networks Applied. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2005 DBLP  DOI  BibTeX  RDF friend of a friend, ontology, Semantic Web, social networks, network topology
1Parag Singla, Pedro M. Domingos Object Identification with Attribute-Mediated Dependences. Search on Bibsonomy PKDD The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Pedro M. Domingos, Fernando M. Silva, Horácio C. Neto An Efficient and Scalable Architecture for Neural Networks with Backpropagation Learning. Search on Bibsonomy FPL The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
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