Teppo Niinimäki
6 papers · 2013–2018 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🚀
Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Mathematics & Optimization
(4)
Machine Learning
(3)
Mathematics
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Optimization
(2)
Computer Science
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Probability
(1)
Keywords
partial order
(3)
bayesian network
(2)
markov chain monte carlo
(2)
linear extension
(2)
structure learning
(2)
markov chain
(1)
approximate counting
(1)
mixing time
(1)
graphical model
(1)
directed acyclic graph
(1)
markov network
(1)
scoring function
(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
NeurIPS 2014
Annealed Importance Sampling for Structure Learning in Bayesian Networks
IJCAI 2013