E-LIB Suche - Ergebnisse für: Hyttinen, Antti

1

Discovering causal graphs with cycles and latent confounder..:

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti
International Journal of Approximate Reasoning. 117 (2020) - p. 29-49 , 2020

Link: https://doi.org/10.1016/..

2

Evaluating Decision Makers over Selectively Labelled Data: ..:

, In: Discovery Science; Lecture Notes in Computer Science,

Laine, Riku ; Hyttinen, Antti ; Mathioudakis, Michael - p. 3-18 , 2020

Link: https://doi.org/10.1007/..

3

A logical approach to context-specific independence:

Corander, Jukka ; Hyttinen, Antti ; Kontinen, Juha..
Annals of Pure and Applied Logic. 170 (2019) 9 - p. 975-992 , 2019

Link: https://doi.org/10.1016/..

4

Special feature: advanced methodologies for Bayesian networ..:

Suzuki, Joe ; Hyttinen, Antti ; Malone, Brandon
Behaviormetrika. 45 (2018) 2 - p. 335-336 , 2018

Link: https://doi.org/10.1007/..

5

A constraint optimization approach to causal discovery from..:

Hyttinen, Antti ; Plis, Sergey ; Järvisalo, Matti..
International Journal of Approximate Reasoning. 90 (2017) - p. 208-225 , 2017

Link: https://doi.org/10.1016/..

6

Binary Independent Component Analysis : A Non-stationarity-..:

Hyttinen, Antti ; Barin-Pacela, Vitória ; Hyvärinen, Aapo
The first author was supported by the Academy of Finland under grant 315771. The second author acknowledges funding from Samsung Electronics Co., Ltd. (at Mila). The third author acknowledges funding from the Academy of Finland and a CIFAR Fellowship.. , 2023

Link: http://hdl.handle.net/10..

7

Causal Effect Identification from Multiple Incomplete Data ..:

Tikka, Santtu ; Hyttinen, Antti ; Karvanen, Juha
10.18637/jss.v099.i05. , 2022

Link: http://hdl.handle.net/10..

8

Maximal Ancestral Graph Structure Learning via Exact Search:

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti
Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021). , 2022

Link: http://hdl.handle.net/10..

9

Causal Effect Identification from Multiple Incomplete Data ..:

Tikka, Santtu ; Hyttinen, Antti ; Karvanen, Juha
Journal of Statistical Software. , 2021

Link: http://urn.fi/URN:NBN:fi..

10

Binary Independent Component Analysis: A Non-stationarity-b..:

Hyttinen, Antti ; Barin-Pacela, Vitória ; Hyvärinen, Aapo
http://arxiv.org/abs/2111.15431. , 2021

Link: http://arxiv.org/abs/211..

11

Discovering Causal Graphs with Cycles and Latent Confounder..:

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti
10.1016/j.ijar.2019.10.009. , 2021

Link: http://hdl.handle.net/10..

12

Learning Chordal Markov Networks via Stochastic Local Searc:

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti
10.3233/FAIA200400. , 2021

Link: http://hdl.handle.net/10..

13

A Bayesian Approach for Estimating Causal Effects from Obse..:

Pensar, Johan ; Talvitie, Topi ; Hyttinen, Antti.
10.1609/aaai.v34i04.5988. , 2021

Link: http://hdl.handle.net/10..

14

Learning Optimal Cyclic Causal Graphs from Interventional D..:

Rantanen, Kari ; Hyttinen, Antti ; Järvisalo, Matti
Proceedings of the 10th International Conference on Probabilistic Graphical Models (PGM 2020). , 2021

Link: http://hdl.handle.net/10..

15

Towards Scalable Bayesian Learning of Causal DAGs:

Viinikka, Jussi ; Hyttinen, Antti ; Pensar, Johan.
http://arxiv.org/abs/2010.00684. , 2020

Link: http://arxiv.org/abs/201..