Search results
- 1.0477043 - ÚTIA 2018 RIV CH eng C - Conference Paper (international conference)
Reichl, Jan - Dedecius, Kamil
Likelihood tempering in dynamic model averaging.
Bayesian Statistics in Action. Cham: Springer International Publishing, 2017 - (Argiento, R.; Lanzarone, E.; Villalobos, I.; Mattei, A.), s. 67-77. ISBN 978-3-319-54083-2. ISSN 2194-1009.
[Bayesian Young Statisticians Meeting, BAYSM 2016. Florence (IT), 19.06.2016-21.06.2016]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : Model averaging * Model uncertainty * Prediction * Tempered likelihood
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2017/AS/dedecius-0477043.pdf
Permanent Link: http://hdl.handle.net/11104/0274025 - 2.0462059 - ÚTIA 2017 RIV HU eng C - Conference Paper (international conference)
Djurić, P. M. - Dedecius, Kamil
Bayesian estimation of unknown parameters over networks.
Proc. 2016 24th European Signal Processing Conference (EUSIPCO). Budapest: EUSIPCO, 2016, s. 1508-1512. ISBN 978-0-9928-6266-4.
[24th European Signal Processing Conference (EUSIPCO). Budapest (HU), 29.08.2016-02.09.2016]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : parameter estimation * Bayes theory * mixture models
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0462059.pdf
Permanent Link: http://hdl.handle.net/11104/0261904 - 3.0461646 - ÚTIA 2017 RIV ES eng C - Conference Paper (international conference)
Dedecius, Kamil - Sečkárová, Vladimíra
Diffusion estimation of mixture models with local and global parameters.
Proceedings of the 2016 IEEE Workshop on Statistical Signal Processing. Palma de Mallorca, Španělsko: IEEE, 2016, s. 362-366. ISBN 978-1-4673-7802-4.
[2016 IEEE Statistical Signal Processing Workshop. Palma de Mallorca (ES), 26.06.2016-29.06.2016]
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : diffusion estimation * distributed estimation * exponential family
Subject RIV: BD - Theory of Information
http://library.utia.cas.cz/separaty/2016/AS/dedecius-0461646.pdf
Permanent Link: http://hdl.handle.net/11104/0261345 - 4.0447270 - ÚTIA 2016 RIV FR eng C - Conference Paper (international conference)
Dedecius, Kamil
Adaptive approximate filtering of state-space models.
Proceedings of 23rd European Signal Processing Conference. Nice: EURASIP, 2015, s. 2236-2240. ISBN 978-0-9928626-4-0. ISSN 2076-1465.
[23rd European Signal Processing Conference (EUSIPCO). Nice (FR), 31.08.2015-04.09.2015]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : Approximate Bayesian computation * ABC * filtration
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2015/AS/dedecius-0447270.pdf
Permanent Link: http://hdl.handle.net/11104/0249574 - 5.0445781 - ÚTIA 2016 RIV CH eng C - Conference Paper (international conference)
Dedecius, Kamil - Reichl, Jan
Distributed estimation of mixture models.
Bayesian statistics from methods to models and applications. Cham: Springer, 2015 - (Frühwirth-Schnatter, S.; Bitto, A.; Kastner, G.; Posekany, A.), s. 27-36. Springer proceedings in mathematics & statistics. ISBN 978-3-319-16237-9.
[Bayesian Young Statisticians Meeting (BAYSM 2014) /2./. Vienna (AT), 18.09.2014-19.09.2014]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : mixture estimation * distributed estimation * quasi-Bayesian estimation
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2015/AS/dedecius-0445781.pdf
Permanent Link: http://hdl.handle.net/11104/0247982 - 6.0443931 - ÚTIA 2016 RIV US eng C - Conference Paper (international conference)
Dedecius, Kamil - Djurić, P. M.
Diffusion filtration with approximate Bayesian computation.
Proceedings of 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Piscataway: IEEE Computer Society, 2015, s. 3207-3211. ISBN 978-1-4673-6997-8. ISSN 1520-6149.
[2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015). Brisbane (AU), 19.05.2015-24.05.2015]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : Bayesian filtration * diffusion * distributed filtration
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2015/AS/dedecius-0443931.pdf
Permanent Link: http://hdl.handle.net/11104/0247110 - 7.0431804 - ÚTIA 2015 RIV FR eng C - Conference Paper (international conference)
Dedecius, Kamil
Diffusion Estimation Of State-Space Models: Bayesian Formulation.
Proceedings of the 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014). Reims: IEEE, 2014. ISBN 978-1-4799-3693-9.
[The 24th IEEE International Workshop on Machine Learning for Signal Processing (MLSP2014). Reims (FR), 21.09.2014-24.09.2014]
R&D Projects: GA ČR(CZ) GP14-06678P
Keywords : distributed estimation * state-space models * Bayesian estimation
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431804.pdf
Permanent Link: http://hdl.handle.net/11104/0237640 - 8.0431324 - ÚTIA 2015 RIV AT eng C - Conference Paper (international conference)
Dedecius, Kamil
Collaborative Kalman Filtration: Bayesian Perspective.
Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO). Lisabon, Portugalsko: Institute for Systems and Technologies of Information, Control and Communication (INSTICC), 2014, s. 468-474. ISBN 978-989-758-039-0.
[11th International Conference on Informatics in Control, Automation and Robotics - ICINCO 2014. Vien (AT), 01.09.2014-03.09.2014]
R&D Projects: GA ČR(CZ) GP14-06678P
Institutional support: RVO:67985556
Keywords : Bayesian analysis * Kalman filter * distributed estimation
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431324.pdf
Permanent Link: http://hdl.handle.net/11104/0236077 - 9.0431085 - ÚTIA 2015 RIV ES eng C - Conference Paper (international conference)
Dedecius, Kamil - Sečkárová, Vladimíra
Distributed Modelling of Big Dynamic Data with Generalized Linear Models.
Proceedings of the 17th International Conference on Information Fusion (Fusion 2014). Salamanca, Španělsko: International Society of Information Fusion, 2014. ISBN 978-84-9012-355-3.
[17th International Conference on Information Fusion (Fusion 2014). Salamanca (ES), 07.07.2014-10.07.2014]
R&D Projects: GA ČR(CZ) GP14-06678P; GA ČR GA13-13502S
Keywords : distributed estimation * big dynamic data * bayesian inference
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2014/AS/dedecius-0431085.pdf
Permanent Link: http://hdl.handle.net/11104/0236066