Teppo Niinimäki
6 papers · 2013–2018 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (15) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5)
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Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
IJCAI (4)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
partial order
(3)
linear extension
(2)
bayesian network
(2)
markov chain monte carlo
(2)
importance sampling
(1)
dynamic programming
(1)
markov chain
(1)
approximate counting
(1)
mixing time
(1)
graphical model
(1)
directed acyclic graph
(1)
markov network
(1)
bayesian network structure learning
(1)
decomposable scoring
(1)
partial order sampling
(1)
chordal graph
(1)
clique tree
(1)
model counter
(1)
combinatorial optimization
(1)
chordal markov network
(1)
Papers
A Scalable Scheme for Counting Linear Extensions
IJCAI 2018
The Mixing of Markov Chains on Linear Extensions in Practice
IJCAI 2017
Counting Linear Extensions of Sparse Posets
IJCAI 2016
Structure Discovery in Bayesian Networks by Sampling Partial Orders
JMLR 2016
Learning Chordal Markov Networks by Dynamic Programming
NIPS 2014
Annealed Importance Sampling for Structure Learning in Bayesian Networks
IJCAI 2013