Parallel and distributed computing for Bayesian graphical models

Särkkä, Simo (Principal investigator)
Merkatas, Christos (Project Member)
Yamin, Abubakar (Project Member)
Corenflos, Adrien (Project Member)
Ma, Xiaofeng (Project Member)
Emzir, Muhammad (Project Member)
Yaghoobi, Fatemeh (Project Member)
Hassan, Syeda Sakira (Project Member)

Department of Electrical Engineering and Automation

3 Conference contribution
3 Article

3 results

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2022
De-Sequentialized Monte Carlo: a parallel-in-time particle smoother
Corenflos, A., Särkkä, S. & Chopin, N., 1 Aug 2022, In: Journal of Machine Learning Research. 23, 39 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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17 Downloads (Pure)
2020
Enhancing industrial X-ray tomography by data-centric statistical methods
Suuronen, J., Emzir, M., Lasanen, S., Särkkä, S. & Roininen, L., 16 Oct 2020, In: Data-Centric Engineering. 1, 3, 17 p., e10.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
3 Citations (Scopus)

46 Downloads (Pure)
Non-stationary multi-layered Gaussian priors for Bayesian inversion
Emzir, M., Lasanen, S., Purisha, Z., Roininen, L. & Särkkä, S., 3 Dec 2020, In: Inverse Problems. 37, 1, 26 p., 015002.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
5 Citations (Scopus)

46 Downloads (Pure)