Topi Talvitie

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 16

Top Topics

Observational Data

Bayesian Networks

Directed Acyclic Graph

Top Venues

Publications

Robert Ganian, Thekla Hamm, Topi Talvitie
An efficient algorithm for counting Markov equivalent DAGs. Artif. Intell. 304 (2022)
Mikko E. Toivonen, Topi Talvitie, Chang Rajani, Arto Klami
Visible Light Spectrum Extraction from Diffraction Images by Deconvolution and the Cepstrum. J. Imaging 7 (9) (2021)
Robert Ganian, Thekla Hamm, Topi Talvitie
An Efficient Algorithm for Counting Markov Equivalent DAGs. AAAI (2020)
Topi Talvitie, Pekka Parviainen
Learning Bayesian Networks with Cops and Robbers. PGM (2020)
Johan Pensar, Topi Talvitie, Antti Hyttinen, Mikko Koivisto
A Bayesian Approach for Estimating Causal Effects from Observational Data. AAAI (2020)
Topi Talvitie, Aleksis Vuoksenmaa, Mikko Koivisto
Exact Sampling of Directed Acyclic Graphs from Modular Distributions. UAI (2019)
Topi Talvitie, Ralf Eggeling, Mikko Koivisto
Learning Bayesian networks with local structure, mixed variables, and exact algorithms. Int. J. Approx. Reason. 115 (2019)
Topi Talvitie, Mikko Koivisto
Counting and Sampling Markov Equivalent Directed Acyclic Graphs. AAAI (2019)
Topi Talvitie, Ralf Eggeling, Mikko Koivisto
Finding Optimal Bayesian Networks with Local Structure. PGM (2018)
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo. AAAI (2018)
Topi Talvitie, Kustaa Kangas, Teppo Mikael Niinimäki, Mikko Koivisto
A Scalable Scheme for Counting Linear Extensions. IJCAI (2018)
Topi Talvitie, Teppo Mikael Niinimäki, Mikko Koivisto
The Mixing of Markov Chains on Linear Extensions in Practice. IJCAI (2017)
Valentin Polishchuk, Esther M. Arkin, Alon Efrat, Christian Knauer, Joseph S. B. Mitchell, Günter Rote, Lena Schlipf, Topi Talvitie
Shortest path to a segment and quickest visibility queries. J. Comput. Geom. 7 (2) (2016)
Topi Talvitie
Visualizing Quickest Visibility Maps. SoCG (2015)
Sylvester David Eriksson-Bique, John Hershberger, Valentin Polishchuk, Bettina Speckmann, Subhash Suri, Topi Talvitie, Kevin Verbeek, Hakan Yildiz
Shortest Paths. SODA (2015)
Esther M. Arkin, Alon Efrat, Christian Knauer, Joseph S. B. Mitchell, Valentin Polishchuk, Günter Rote, Lena Schlipf, Topi Talvitie
Shortest Path to a Segment and Quickest Visibility Queries. SoCG (2015)
John Hershberger, Valentin Polishchuk, Bettina Speckmann, Topi Talvitie
Geometric kth Shortest Paths: the Applet. SoCG (2014)