Search results
- 1.0477044 - ÚTIA 2018 RIV US eng J - Journal Article
Dedecius, Kamil - Sečkárová, Vladimíra
Factorized Estimation of Partially Shared Parameters in Diffusion Networks.
IEEE Transactions on Signal Processing. Roč. 65, č. 19 (2017), s. 5153-5163. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA16-09848S
Institutional support: RVO:67985556
Keywords : Diffusion network * Diffusion estimation * Heterogeneous parameters * Multitask networks
OECD category: Applied mathematics
Impact factor: 4.203, year: 2017
http://library.utia.cas.cz/separaty/2017/AS/dedecius-0477044.pdf
Permanent Link: http://hdl.handle.net/11104/0274027 - 2.0467560 - ÚTIA 2018 RIV US eng J - Journal Article
Dedecius, Kamil - Djurić, P. M.
Sequential estimation and diffusion of information over networks: A Bayesian approach with exponential family of distributions.
IEEE Transactions on Signal Processing. Roč. 65, č. 7 (2017), s. 1795-1809. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : diffusion network * diffusion estimation * adaptation * combination * exponential family
OECD category: Applied mathematics
Impact factor: 4.203, year: 2017
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0467560.pdf
Permanent Link: http://hdl.handle.net/11104/0266434 - 3.0466448 - ÚTIA 2018 RIV GB eng J - Journal Article
Dedecius, Kamil
Adaptive kernels in approximate filtering of state-space models.
International Journal of Adaptive Control and Signal Processing. Roč. 31, č. 6 (2017), s. 938-952. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : filtering * nonlinear filters * Bayesian filtering * sequential Monte Carlo * approximate filtering
OECD category: Statistics and probability
Impact factor: 2.082, year: 2017
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0466448.pdf
Permanent Link: http://hdl.handle.net/11104/0265788 - 4.0431479 - ÚTIA 2017 RIV US eng J - Journal Article
Dedecius, Kamil - Reichl, Jan - Djurić, P. M.
Sequential Estimation of Mixtures in Diffusion Networks.
IEEE Signal Processing Letters. Roč. 22, č. 2 (2015), s. 197-201. ISSN 1070-9908. E-ISSN 1558-2361
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : distributed estimation * mixture models * bayesian inference
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.661, year: 2015
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431479.pdf
Permanent Link: http://hdl.handle.net/11104/0236075