Search results
- 1.0552153 - 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/11104/0327298
- 2.0550881 - 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/11104/0326186
- 3.0549265 - 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/11104/0325721
- 4.0543203 - ÚTIA 2022 CZ eng V - Research Report
Grim, Jiří
Unsupervised Verification of Fake News by Public Opinion.
Praha: UTIA, 2021. 13 s. Research Report, 2390.
Institutional support: RVO:67985556
Keywords : weighted voting * unsupervised optimization
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/2021/RO/grim-0543203.pdf
Permanent Link: http://hdl.handle.net/11104/0320774
- 5.0538247 - ÚTIA 2021 CZ eng V - Research Report
Barber, Alec - Quinn, Anthony
Bayesian transfer learning between autoregressive inference tasks.
Praha: ÚTIA AV ČR, 2020. Research Report, 2389.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : autoregression * transfer learning * Fully Probabilistic Design * FPD * food-commodities price prediction
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0538247.pdf
Permanent Link: http://hdl.handle.net/11104/0316079
- 6.0538241 - ÚTIA 2021 CZ eng V - Research Report
Murray, Sean Ernest - Quinn, Anthony
Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy.
Praha: ÚTIA AV ČR, 2020. Research Report, 2388.
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian estimation * thyroid carcinoma * patient-specific inferences
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0538241.pdf
Permanent Link: http://hdl.handle.net/11104/0316080
- 7.0537125 - ÚTIA 2021 CZ eng V - Research Report
Švorc, Jan - Vomlel, Jiří
Subjective well-being and the individual material situation in Central Europe: A Bayesian network approach.
Praha: ÚTIA AV ČR, 2020. 33 s. Research Report, 2387.
R&D Projects: GA ČR GA17-08182S
Grant - others: GA ČR(CZ) GA19-06569S
Program: GA
Institutional support: RVO:67985556
Keywords : Subjective Well-Being * Income * Economic Strain * Material Deprivation * Bayesian Networks * Central Europe
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2020/MTR/svorc-0537125.pdf
Permanent Link: http://hdl.handle.net/11104/0314873
- 8.0532023 - ÚTIA 2021 CZ cze V - Research Report
Podlesna, Yana - Kárný, Miroslav
Kombinace prediktorů v odhadování parametrů.
[Mixing of Predictors in Parameter Estimation.]
Praha: ÚTIA AV ČR, 2020. 32 s. Research Report, 2385.
R&D Projects: GA MŠk(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : curse of dimensionality * Bayesian estimation * prediction * Markov decision process * decision making
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2020/AS/karny-0532023.pdf
Permanent Link: http://hdl.handle.net/11104/0310636
- 9.0532021 - ÚTIA 2021 CZ cze V - Research Report
Siváková, Tereza - Kárný, Miroslav
Algoritmický výběr dosažitelných preferencí.
[Algorithmic Selection of Feasible Preferences.]
Praha: ÚTIA AV ČR, 2019. 39 s. Research Report, 2384.
R&D Projects: GA MŠk(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : decision-making * probabilistic policies * quantification of aims
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2020/AS/karny-0532021.pdf
Permanent Link: http://hdl.handle.net/11104/0310634
- 10.0531426 - 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/11104/0310095