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Topi Talvitie
Topi Talvitie
Postdoctoral researcher, University of Helsinki
Verified email at helsinki.fi
Title
Cited by
Cited by
Year
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
332019
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
222016
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
182019
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
172018
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
152014
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
132020
An efficient algorithm for counting Markov equivalent DAGs
R Ganian, T Hamm, T Talvitie
Artificial Intelligence 304, 103648, 2022
122022
Exact sampling of directed acyclic graphs from modular distributions
T Talvitie, A Vuoksenmaa, M Koivisto
Uncertainty in Artificial Intelligence, 965-974, 2020
92020
The Mixing of Markov Chains on Linear Extensions in Practice.
T Talvitie, TM Niinimäki, M Koivisto
IJCAI, 524-530, 2017
72017
Finding optimal Bayesian networks with local structure
T Talvitie, R Eggeling, M Koivisto
International Conference on Probabilistic Graphical Models, 451-462, 2018
62018
A scalable scheme for counting linear extensions
T Talvitie, JK Kangas, T Niinimäki, M Koivisto
International Joint Conference on Artificial Intelligence, 5119-5125, 2018
62018
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
62014
Learning Bayesian networks with cops and robbers
T Talvitie, P Parviainen
International Conference on Probabilistic Graphical Models, 473-484, 2020
22020
Geometric kth shortest paths
S Eriksson-Bique, J Hershberger, V Polishchuk, B Speckmann, S Suri, ...
SoDA, 2015
22015
CSES–Yet Another Online Judge
A Laaksonen, T Talvitie
Olympiads in Informatics 14, 105-111, 2020
12020
Visualizing Quickest Visibility Maps
T Talvitie
31st International Symposium on Computational Geometry (SoCG 2015), 2015
12015
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
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Articles 1–19