David Buchman

11 papers A* 5A 2Journal 1Unranked 3
YearRankTypeTitle / Venue / Authors
2017 J jnl
Negative probabilities in probabilistic logic programs.
Int. J. Approx. Reason.
David Buchman, David Poole
2017 A conf
Why Rules are Complex: Real-Valued Probabilistic Logic Programs are not Fully Expressive.
UAI
David Buchman, David Poole
2016 A* conf
Negation Without Negation in Probabilistic Logic Programming.
KR
David Buchman, David Poole
2015 A* conf
Representing Aggregators in Relational Probabilistic Models.
AAAI
David Buchman, David Poole
2014 — conf
Population Size Extrapolation in Relational Probabilistic Modelling.
SUM
David Poole, David Buchman, Seyed Mehran Kazemi, Kristian Kersting, Sriraam Natarajan
2014 A* conf
Relational Logistic Regression.
KR
Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole
2014 — conf
Relational Logistic Regression: The Directed Analog of Markov Logic Networks.
StarAI@AAAI
Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole
2013 A* conf
Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks.
IJCAI
Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole
2012 — conf
Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic Cases.
StarAI@UAI
David Poole, David Buchman, Sriraam Natarajan, Kristian Kersting
2012 A conf
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models.
AISTATS
David Buchman, Mark Schmidt, Shakir Mohamed, David Poole, Nando de Freitas
2011 A* conf
On Autoencoders and Score Matching for Energy Based Models.
ICML
Kevin Swersky, Marc'Aurelio Ranzato, David Buchman, Benjamin M. Marlin, Nando de Freitas