Talvitie, Topi

10 publications

JAIR 2024 Approximate Counting of Linear Extensions in Practice Topi Talvitie, Mikko Koivisto

AAAI 2020 A Bayesian Approach for Estimating Causal Effects from Observational Data Johan Pensar, Topi Talvitie, Antti Hyttinen, Mikko Koivisto

AAAI 2020 An Efficient Algorithm for Counting Markov Equivalent DAGs Robert Ganian, Thekla Hamm, Topi Talvitie

PGM 2020 Learning Bayesian Networks with Cops and Robbers Topi Talvitie, Pekka Parviainen

AAAI 2019 Counting and Sampling Markov Equivalent Directed Acyclic Graphs Topi Talvitie, Mikko Koivisto

UAI 2019 Exact Sampling of Directed Acyclic Graphs from Modular Distributions Topi Talvitie, Aleksis Vuoksenmaa, Mikko Koivisto

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

PGM 2018 Finding Optimal Bayesian Networks with Local Structure Topi Talvitie, Ralf Eggeling, Mikko Koivisto

IJCAI 2017 The Mixing of Markov Chains on Linear Extensions in Practice Topi Talvitie, Teppo Mikael Niinimäki, Mikko Koivisto