David Buchman

According to our database, David Buchman authored at least 11 papers between 2011 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Negative probabilities in probabilistic logic programs.

David Buchman, David Poole

Int. J. Approx. Reason., 2017

Why Rules are Complex: Real-Valued Probabilistic Logic Programs are not Fully Expressive.

David Buchman, David Poole

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

2016

Negation Without Negation in Probabilistic Logic Programming.

David Buchman, David Poole

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

2015

Representing Aggregators in Relational Probabilistic Models.

David Buchman, David Poole

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Population Size Extrapolation in Relational Probabilistic Modelling.

David Poole, David Buchman, Seyed Mehran Kazemi, Kristian Kersting, Sriraam Natarajan

Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Relational Logistic Regression.

Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Relational Logistic Regression: The Directed Analog of Markov Logic Networks.

Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole

Proceedings of the Statistical Relational Artificial Intelligence, 2014

2013

Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks.

Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole

Proceedings of the IJCAI 2013, 2013

2012

On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models.

David Buchman, Mark Schmidt, Shakir Mohamed, David Poole, Nando de Freitas

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic Cases.

David Poole, David Buchman, Sriraam Natarajan, Kristian Kersting

Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

2011

On Autoencoders and Score Matching for Energy Based Models.

Kevin Swersky, Marc'Aurelio Ranzato, David Buchman, Benjamin M. Marlin, Nando de Freitas

Proceedings of the 28th International Conference on Machine Learning, 2011