Kustaa Kangas

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Bayesian Network Structures

Bounded Treewidth

Top Venues

Publications

Kustaa Kangas, Mikko Koivisto, Sami Salonen
A Faster Tree-Decomposition Based Algorithm for Counting Linear Extensions. Algorithmica 82 (8) (2020)
Eduard Eiben, Robert Ganian, Kustaa Kangas, Sebastian Ordyniak
Counting Linear Extensions: Parameterizations by Treewidth. Algorithmica 81 (4) (2019)
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo. AAAI (2018)
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
A Scalable Scheme for Counting Linear Extensions. IJCAI (2018)
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki
Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction. Mach. Learn. 107 (1) (2018)
Kustaa Kangas, Petteri Kaski, Janne H. Korhonen, Mikko Koivisto
On the Number of Connected Sets in Bounded Degree Graphs. Electron. J. Comb. 25 (4) (2018)
Kustaa Kangas, Mikko Koivisto, Sami Salonen
A Faster Tree-Decomposition Based Algorithm for Counting Linear Extensions. IPEC (2018)
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki
AS-ASL: Algorithm Selection with Auto-sklearn. OASC (2017)
Kustaa Kangas, Teemu Hankala, Teppo Mikael Niinimäki, Mikko Koivisto
Counting Linear Extensions of Sparse Posets. IJCAI (2016)
Eduard Eiben, Robert Ganian, Kustaa Kangas, Sebastian Ordyniak
Counting Linear Extensions: Parameterizations by Treewidth. ESA (2016)
Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
Averaging of Decomposable Graphs by Dynamic Programming and Sampling. UAI (2015)
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki
Predicting the Hardness of Learning Bayesian Networks. AAAI (2014)
Kustaa Kangas, Mikko Koivisto, Teppo Mikael Niinimäki
Learning Chordal Markov Networks by Dynamic Programming. NIPS (2014)
Kustaa Kangas, Petteri Kaski, Mikko Koivisto, Janne H. Korhonen
On the Number of Connected Sets in Bounded Degree Graphs. WG (2014)