Kustaa Kangas

15 papers A* 4A 2B 2Journal 4Unranked 2
YearRankTypeTitle / Venue / Authors
2020 J jnl
A Faster Tree-Decomposition Based Algorithm for Counting Linear Extensions.
Algorithmica
Kustaa Kangas, Mikko Koivisto, Sami Salonen
2019 J jnl
Counting Linear Extensions: Parameterizations by Treewidth.
Algorithmica
Eduard Eiben, Robert Ganian, Kustaa Kangas, Sebastian Ordyniak
2018 B conf
A Faster Tree-Decomposition Based Algorithm for Counting Linear Extensions.
IPEC
Kustaa Kangas, Mikko Koivisto, Sami Salonen
2018 A* conf
A Scalable Scheme for Counting Linear Extensions.
IJCAI
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
2018 A* conf
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo.
AAAI
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
2018 J jnl
Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction.
Mach. Learn.
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki
2018 J jnl
On the Number of Connected Sets in Bounded Degree Graphs.
Electron. J. Comb.
Kustaa Kangas, Petteri Kaski, Janne H. Korhonen, Mikko Koivisto
2017 — conf
AS-ASL: Algorithm Selection with Auto-sklearn.
OASC
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki
2016 — —
Combinatorial Algorithms with Applications in Learning Graphical Models.
Kustaa Kangas
2016 A* conf
Counting Linear Extensions of Sparse Posets.
IJCAI
Kustaa Kangas, Teemu Hankala, Teppo Mikael Niinimäki, Mikko Koivisto
2016 A conf
Counting Linear Extensions: Parameterizations by Treewidth.
ESA
Eduard Eiben, Robert Ganian, Kustaa Kangas, Sebastian Ordyniak
2015 A conf
Averaging of Decomposable Graphs by Dynamic Programming and Sampling.
UAI
Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
2014 — conf
Learning Chordal Markov Networks by Dynamic Programming.
NIPS
Kustaa Kangas, Mikko Koivisto, Teppo Mikael Niinimäki
2014 B conf
On the Number of Connected Sets in Bounded Degree Graphs.
WG
Kustaa Kangas, Petteri Kaski, Mikko Koivisto, Janne H. Korhonen
2014 A* conf
Predicting the Hardness of Learning Bayesian Networks.
AAAI
Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki