| Exact structure discovery in Bayesian networks with less space P Parviainen, M Koivisto Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009 | 78 | 2009 |
| Local structure discovery in Bayesian networks T Niinimaki, P Parviainen Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial …, 2012 | 63* | 2012 |
| Learning bounded tree-width Bayesian networks using integer linear programming P Parviainen, HS Farahani, J Lagergren Artificial Intelligence and Statistics, 751-759, 2014 | 41 | 2014 |
| Exact learning of bounded tree-width Bayesian networks JH Korhonen, P Parviainen Proceedings of the Sixteenth International Conference on Artificial …, 2013 | 40 | 2013 |
| 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 | 37 | 2011 |
| A space–time tradeoff for permutation problems M Koivisto, P Parviainen Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010 | 31 | 2010 |
| 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 | 24 | 2016 |
| 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 | 21 | 2015 |
| Finding optimal Bayesian networks using precedence constraints P Parviainen, M Koivisto The Journal of Machine Learning Research 14 (1), 1387-1415, 2013 | 21 | 2013 |
| Ancestor relations in the presence of unobserved variables P Parviainen, M Koivisto Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011 | 17 | 2011 |
| Bayesian structure discovery in Bayesian networks with less space P Parviainen, M Koivisto Proceedings of the Thirteenth International Conference on Artificial …, 2010 | 16 | 2010 |
| Species tree inference using a mixture model I Ullah, P Parviainen, J Lagergren Molecular biology and evolution 32 (9), 2469-2482, 2015 | 12 | 2015 |
| 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 | 12 | 2012 |
| Learning structures of Bayesian networks for variable groups P Parviainen, S Kaski International Journal of Approximate Reasoning 88, 110-127, 2017 | 7 | 2017 |
| Distributed Bayesian matrix factorization with limited communication X Qin, P Blomstedt, E Leppäaho, P Parviainen, S Kaski Machine Learning 108 (10), 1805-1830, 2019 | 6 | 2019 |
| Bayesian networks for variable groups P Parviainen, S Kaski stat 1050, 31, 2015 | 6 | 2015 |
| Tractable Bayesian network structure learning with bounded vertex cover number JH Korhonen, P Parviainen Advances in Neural Information Processing Systems 28, 622-630, 2015 | 5 | 2015 |
| 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 | 4 | 2015 |
| Algorithms for Exact Structure Discovery in Bayesian Networks P Parviainen University of Helsinki, Department of Computer Science, 2012 | 3 | 2012 |
| Distributed Bayesian Matrix Factorization with Minimal Communication X Qin, P Blomstedt, E Leppäaho, P Parviainen, S Kaski stat 1050, 2, 2017 | | 2017 |
