Learning Bayesian networks with local structure, mixed variables, and exact algorithms T Talvitie, R Eggeling, M Koivisto International Journal of Approximate Reasoning 115, 69-95, 2019 | 34 | 2019 |
Shortest path to a segment and quickest visibility queries EM Arkin, A Efrat, C Knauer, JSB Mitchell, V Polishchuk, G Rote, L Schlipf, ... Journal of Computational Geometry 7 (2), 77–100-77–100, 2016 | 23 | 2016 |
Counting and sampling Markov equivalent directed acyclic graphs T Talvitie, M Koivisto Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7984-7991, 2019 | 18 | 2019 |
Counting linear extensions in practice: MCMC versus exponential Monte Carlo T Talvitie, K Kangas, T Niinimäki, M Koivisto Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 17 | 2018 |
Geometric k Shortest Paths S Eriksson-Bique, J Hershberger, V Polishchuk, B Speckmann, S Suri, ... Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete …, 2014 | 15 | 2014 |
A Bayesian approach for estimating causal effects from observational data J Pensar, T Talvitie, A Hyttinen, M Koivisto Proceedings of the AAAI conference on artificial intelligence 34 (04), 5395-5402, 2020 | 13 | 2020 |
An efficient algorithm for counting Markov equivalent DAGs R Ganian, T Hamm, T Talvitie Artificial Intelligence 304, 103648, 2022 | 12 | 2022 |
Exact sampling of directed acyclic graphs from modular distributions T Talvitie, A Vuoksenmaa, M Koivisto Uncertainty in Artificial Intelligence, 965-974, 2020 | 9 | 2020 |
The Mixing of Markov Chains on Linear Extensions in Practice. T Talvitie, TM Niinimäki, M Koivisto IJCAI, 524-530, 2017 | 7 | 2017 |
Finding optimal Bayesian networks with local structure T Talvitie, R Eggeling, M Koivisto International Conference on Probabilistic Graphical Models, 451-462, 2018 | 6 | 2018 |
A scalable scheme for counting linear extensions T Talvitie, JK Kangas, T Niinimäki, M Koivisto International Joint Conference on Artificial Intelligence, 5119-5125, 2018 | 6 | 2018 |
Geometric kth shortest paths: The applet J Hershberger, V Polishchuk, B Speckmann, T Talvitie Proceedings of the thirtieth annual symposium on Computational geometry, 96-97, 2014 | 6 | 2014 |
Learning Bayesian networks with cops and robbers T Talvitie, P Parviainen International Conference on Probabilistic Graphical Models, 473-484, 2020 | 2 | 2020 |
Geometric kth shortest paths S Eriksson-Bique, J Hershberger, V Polishchuk, B Speckmann, S Suri, ... SoDA, 2015 | 2 | 2015 |
CSES–Yet Another Online Judge A Laaksonen, T Talvitie Olympiads in Informatics 14, 105-111, 2020 | 1 | 2020 |
Visualizing Quickest Visibility Maps T Talvitie 31st International Symposium on Computational Geometry (SoCG 2015), 2015 | 1 | 2015 |
Visible Light Spectrum Extraction from Diffraction Images by Deconvolution and the Cepstrum ME Toivonen, T Talvitie, C Rajani, A Klami Journal of Imaging 7 (9), 166, 2021 | | 2021 |
Counting and Sampling Directed Acyclic Graphs for Learning Bayesian Networks T Talvitie Helsingin yliopisto, 2019 | | 2019 |
Geometric kth shortest paths T Talvitie Helsingfors universitet, 2015 | | 2015 |