Pekka Parviainen
Pekka Parviainen
Department of Information and Computer Science, Aalto University
Verified email at aalto.fi - Homepage
Title
Cited by
Cited by
Year
Exact structure discovery in Bayesian networks with less space
P Parviainen, M Koivisto
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009
782009
Learning bounded tree-width Bayesian networks using integer linear programming
P Parviainen, HS Farahani, J Lagergren
Artificial Intelligence and Statistics, 751-759, 2014
442014
Exact learning of bounded tree-width Bayesian networks
JH Korhonen, P Parviainen
Proceedings of the Sixteenth International Conference on Artificial …, 2013
432013
Partial order MCMC for structure discovery in Bayesian networks
T Niinimaki, P Parviainen, M Koivisto
Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial …, 2011
382011
Local structure discovery in Bayesian networks
T Niinimaki, P Parviainen
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial …, 2012
292012
A space–time tradeoff for permutation problems
M Koivisto, P Parviainen
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete …, 2010
292010
Structure discovery in Bayesian networks by sampling partial orders
T Niinimäki, P Parviainen, M Koivisto
The Journal of Machine Learning Research 17 (1), 2002-2048, 2016
222016
Fast zeta transforms for lattices with few irreducibles
A Björklund, T Husfeldt, P Kaski, M Koivisto, J Nederlof, P Parviainen
ACM Transactions on Algorithms (TALG) 12 (1), 1-19, 2015
222015
Finding Optimal Bayesian Networks Using Precedence Constraints.
P Parviainen, M Koivisto
Journal of Machine Learning Research 14 (5), 2013
212013
Ancestor relations in the presence of unobserved variables
P Parviainen, M Koivisto
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
182011
Bayesian structure discovery in Bayesian networks with less space
P Parviainen, M Koivisto
Proceedings of the Thirteenth International Conference on Artificial …, 2010
162010
Temperament clusters in a normal population: implications for health and disease
J Wessman, S Schönauer, J Miettunen, H Turunen, P Parviainen, ...
PloS one 7 (7), e33088, 2012
142012
Species tree inference using a mixture model
I Ullah, P Parviainen, J Lagergren
Molecular biology and evolution 32 (9), 2469-2482, 2015
122015
Learning structures of Bayesian networks for variable groups
P Parviainen, S Kaski
International Journal of Approximate Reasoning 88, 110-127, 2017
82017
Distributed Bayesian matrix factorization with limited communication
X Qin, P Blomstedt, E Leppäaho, P Parviainen, S Kaski
Machine Learning 108 (10), 1805-1830, 2019
62019
Bayesian networks for variable groups
P Parviainen, S Kaski
stat 1050, 31, 2015
62015
Tractable Bayesian network structure learning with bounded vertex cover number
JH Korhonen, P Parviainen
Advances in Neural Information Processing Systems 28, 622-630, 2015
52015
Algorithms for Exact Structure Discovery in Bayesian Networks
P Parviainen
University of Helsinki, Department of Computer Science, 2012
52012
Accessibility by public transport predicts residential real estate prices: A case study in helsinki region
I Žliobaite, M Mathioudakis, T Lehtiniemi, P Parviainen, T Janhunen
Proceedings of the 2nd International Conference on Mining Urban Data-Volume …, 2015
42015
Scalable Bayesian Network Structure Learning via Maximum Acyclic Subgraph
P Gillot, P Parviainen
International Conference on Probabilistic Graphical Models, 209-220, 2020
2020
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Articles 1–20