Peter J.F. Lucas
5 papers · 2016–2018 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Keywords
bayesian network
(3)
time series
(2)
parameter learning
(2)
posterior distribution
(1)
parallel computing
(1)
biological modeling
(1)
multivariate analysis
(1)
knowledge compilation
(1)
multivariate time series
(1)
hidden markov model
(1)
graphical model
(1)
state space model
(1)
probabilistic graphical model
(1)
medical diagnosis
(1)
weighted model counting
(1)
medical application
(1)
hybrid time bayesian network
(1)
continuous-time variable
(1)
discrete-time variable
(1)
hypoexponential distribution
(1)
Papers
Making Continuous Time Bayesian Networks More Flexible
PGM 2018
Parallel Probabilistic Inference by Weighted Model Counting
PGM 2018
Approximate Probabilistic Inference with Bounded Error for Hybrid Probabilistic Logic Programming
IJCAI 2016
Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case
PGM 2016
Learning Parameters of Hybrid Time Bayesian Networks
PGM 2016