Kustaa Kangas
Department of Computer Science
University of Helsinki
Room: Exactum, A331
E-mail: jwkangas [at] cs.helsinki.fi
Teaching
Publications
-
Counting linear extensions: Parameterizations by treewidth
E. Eiben, R. Ganian, K. Kangas, S. Ordyniak
24th Annual European Symposium on Algorithms
(ESA),
2016
-
Counting linear extensions of sparse posets
K. Kangas, T. Hankala, T. Niinimäki, M. Koivisto
25th International Joint Conference on Artificial Intelligence
(IJCAI),
2016
Software | Poster | Conference slides | HIIT Algorithm Seminar slides
-
Averaging of decomposable graphs by dynamic programming and sampling
K. Kangas, T. Niinimäki, and M. Koivisto.
31st Conference on Uncertainty in Artificial Intelligence
(UAI),
2015
Software | Poster
-
Learning chordal Markov networks by dynamic programming
K. Kangas, T. Niinimäki, and M. Koivisto.
Advances in Neural Information Processing Systems 27
(NIPS),
2014
Software | Poster | Slides
-
On the number of connected sets in bounded degree graphs
K. Kangas, P. Kaski, M. Koivisto, and J. H. Korhonen.
40th International Workshop on Graph-Theoretic Concepts in Computer Science
(WG),
2014
Software
-
Predicting the hardness of learning Bayesian networks
B. Malone, K. Kangas, M. Järvisalo, M. Koivisto, and P. Myllymäki.
28th Conference on Artificial Intelligence
(AAAI),
2014
Online supplement | Poster
Theses
Software
- Junctor & Adjunct: Software for structure learning in decomposable graphical models.
- LEcount: Software for counting linear extensions of partial orders.
Seminar reports