Search results
- 1.0566520 - ÚTIA 2023 CZ eng V - Research Report
Rehák, Branislav
GA 19-07635S: Outputs and Results.
Praha: ÚTIA AV ČR, v. v. i.,, 2023. 24 s. Research Report, 2396.
R&D Projects: GA ČR(CZ) GA19-07635S
Institutional support: RVO:67985556
Keywords : multi-agent systems * nonlinear multi-agent systems * synchronization
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2023/TR/rehak-0566520.pdf
Permanent Link: https://hdl.handle.net/11104/0337847File Download Size Commentary Version Access 0566520.pdf 1 557.8 KB Other open-access - 2.0562434 - ÚTIA 2023 CZ eng V - Research Report
Vlk, T. - Dedecius, Kamil
Diffusion Kalman filtering under unknown process and measurement noise covariance matrices.
Praha: ÚTIA AV ČR, v. v. i.,, 2022. 29 s. Research Report, 2395.
Institutional support: RVO:67985556
Keywords : Collaborative estimation * State estimation * Variational Bayesian methods
OECD category: Automation and control systems
http://library.utia.cas.cz/separaty/2022/AS/dedecius-0562434.pdf
Permanent Link: https://hdl.handle.net/11104/0334861File Download Size Commentary Version Access 0562434.pdf 1 750 KB Other open-access - 3.0557467 - ÚTIA 2023 RIV CZ eng V - Research Report
Uglickich, Evženie - Nagy, Ivan
Recursive mixture estimation with univariate multimodal Poisson variable.
Prague: UTIA AV ČR, v. v. i.,, 2022. 14 s. Research Report, 2394.
R&D Projects: GA MŠMT(CZ) 8A19009
Keywords : recursive mixture estimation * mixture of Poisson distributions * clustering and classification
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2022/ZS/uglickich-0557467.pdf
Permanent Link: http://hdl.handle.net/11104/0331506File Download Size Commentary Version Access 0557467.pdf 1 686.8 KB Other open-access - 4.0552153 - ÚTIA 2022 RIV CZ eng V - Research Report
Hoffmann, A. - Quinn, Anthony
Ockham's Razor from a Fully Probabilistic Design Perspective.
Praha: ÚTIA AV ČR v. v. i.,, 2021. 7 s. Research Report, 2391.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Ockham’s Razor * Hierarchical Fully Probabilistic Design * Parametric Inference * Fully Probabilistic Design
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2021/AS/quinn-0552153.pdf
Permanent Link: http://hdl.handle.net/11104/0327298File Download Size Commentary Version Access 0552153.pdf 0 435.9 KB Other open-access - 5.0550881 - ÚTIA 2022 RIV CZ eng V - Research Report
Nugent, Sh. - Quinn, Anthony
Transferring Improved Local Kernel Design in Multi-Source Bayesian Transfer Learning, with an application in Air Pollution Monitoring in India.
Praha: ÚTIA AV ČR, v. v. i.,, 2021. 19 s. Research Report, 2392.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : fully probabilistic methods * Bayesian Transfer Learning algorithm * Gaussian Process * Intrinsic Coregionalization Model * pollution modelling
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0550881.pdf
Permanent Link: http://hdl.handle.net/11104/0326186File Download Size Commentary Version Access 0550881.pdf 0 483 KB Other open-access - 6.0549265 - ÚTIA 2022 CZ eng V - Research Report
Žemlička, R. - Dedecius, Kamil
Distributed Sequential Zero-Inflated Poisson Regression.
Praha: ÚTIA AV ČR, v. v. i.,, 2021. 11 s. Research Report, 2393.
Institutional support: RVO:67985556
Keywords : Poisson regression * zero inflation * GLM
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/dedecius-0549265.pdf
Permanent Link: http://hdl.handle.net/11104/0325721File Download Size Commentary Version Access 0549265.pdf 1 349.7 KB Other open-access - 7.0531426 - ÚTIA 2021 CZ eng V - Research Report
Ulrych, Lukáš - Šmídl, Václav
DEnFi: Deep Ensemble Filter for Active Learning.
Prague: ÚTIA AV ČR, v.v.i, 2020. 10 s. Research Report, 2383.
R&D Projects: GA ČR GA18-21409S
Institutional support: RVO:67985556
Keywords : Deep Ensembles * uncertainty * neural networks
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://library.utia.cas.cz/separaty/2020/AS/smidl-0531426.pdf
Permanent Link: http://hdl.handle.net/11104/0310095File Download Size Commentary Version Access 0531426.pdf 0 6.3 MB Other open-access - 8.0496791 - ÚTIA 2019 CZ eng V - Research Report
Bakule, Lubomír - Papík, Martin - Rehák, Branislav
DCTOOL-A5.
Praha: ÚTIA AV ČR v.v.i, 2018. 13 s. Research Report, 2377.
Keywords : decentralized event-triggered control * networked control systems * large scale complex systems
Permanent Link: http://hdl.handle.net/11104/0289427 - 9.0496790 - ÚTIA 2019 CZ eng V - Research Report
Bakule, Lubomír - Papík, Martin - Rehák, Branislav
DCTOOL-A4.
Praha: ÚTIA AV ČR v.v.i, 2018. 16 s. Research Report, 2375.
Institutional support: RVO:67985556
Keywords : event-triggered control * networked control systems * large scale complex systems
Permanent Link: http://hdl.handle.net/11104/0289426 - 10.0495875 - ÚTIA 2019 CZ eng V - Research Report
Kárný, Miroslav - Hůla, František
Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision Policies.
Praha: ÚTIA AV ČR, v.v.i, 2018. 13 s. Research Report, 2376.
R&D Projects: GA ČR GA16-09848S; GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Exploitation * Exploration * Bayesian estimation * Adaptive systems * Fully probabilistic design * Kullback-Leibler divergence * Decision policy * Markov decision process
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://library.utia.cas.cz/separaty/2018/AS/karny-0495875.pdf
Permanent Link: http://hdl.handle.net/11104/0288947File Download Size Commentary Version Access 0495875.pdf 1 515 KB Other open-access