Peter J.F. Lucas
5 papers · 2016–2018 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (14) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer
🌍
Conference Polyglot
(2)
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
Conferences
PGM (4)
IJCAI (1)
Top co-authors
Keywords
bayesian network
(3)
parameter learning
(2)
time series
(2)
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)
continuous time bayesian network
(1)
hybrid time bayesian network
(1)
continuous-time variable
(1)
discrete-time variable
(1)
hypoexponential distribution
(1)
biological process
(1)
medical problem
(1)
asymmetric hidden markov model
(1)
Papers
Parallel Probabilistic Inference by Weighted Model Counting
PGM 2018
Making Continuous Time Bayesian Networks More Flexible
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