Buchman, David

5 publications

UAI 2017 Why Rules Are Complex: Real-Valued Probabilistic Logic Programs Are Not Fully Expressive David Buchman, David Poole

AAAI 2015 Representing Aggregators in Relational Probabilistic Models David Buchman, David Poole

IJCAI 2013 Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole

AISTATS 2012 On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models David Buchman, Mark Schmidt, Shakir Mohamed, David Poole, Nando De Freitas

ICML 2011 On Autoencoders and Score Matching for Energy Based Models Kevin Swersky, Marc'Aurelio Ranzato, David Buchman, Benjamin M. Marlin, Nando de Freitas