Kangas, Kustaa

7 publications

IJCAI 2018 A Scalable Scheme for Counting Linear Extensions Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto

AAAI 2018 Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto

MLJ 2018 Empirical Hardness of Finding Optimal Bayesian Network Structures: Algorithm Selection and Runtime Prediction Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki

IJCAI 2016 Counting Linear Extensions of Sparse Posets Kustaa Kangas, Teemu Hankala, Teppo Mikael Niinimäki, Mikko Koivisto

UAI 2015 Averaging of Decomposable Graphs by Dynamic Programming and Sampling Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto

NeurIPS 2014 Learning Chordal Markov Networks by Dynamic Programming Kustaa Kangas, Mikko Koivisto, Teppo Niinimäki

AAAI 2014 Predicting the Hardness of Learning Bayesian Networks Brandon M. Malone, Kustaa Kangas, Matti Järvisalo, Mikko Koivisto, Petri Myllymäki