Search results
- 1.0549009 - ÚTIA 2022 RIV US eng C - Conference Paper (international conference)
Murray, S. E. - Quinn, Anthony
Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy.
Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. Piscataway: IEEE, 2021, č. článku 9467862. ISBN 978-1-6654-3429-4.
[Irish Signals and Systems Conference (ISSC 2021) /23./. Athlone (IE), 10.06.2021-11.06.2021]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bioinformatics * Decision support systems * Nuclear medicine * Bayesian Transfer learning
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0549009.pdf
Permanent Link: http://hdl.handle.net/11104/0325123 - 2.0549008 - ÚTIA 2022 RIV US eng C - Conference Paper (international conference)
Barber, Alec - Quinn, Anthony
Robust Bayesian Transfer Learning between Autoregressive Inference Tasks.
Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. Piscataway: IEEE, 2021, č. článku 9467857. ISBN 978-1-6654-3429-4.
[Irish Signals and Systems Conference (ISSC 2021) /23./. Athlone (IE), 10.06.2021-11.06.2021]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : autoregressive (AR) model * Bayesian transfer learning * data-predictive transfer * FPD * robust transfer
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/quinn-0549008.pdf
Permanent Link: http://hdl.handle.net/11104/0325124 - 3.0549007 - ÚTIA 2022 RIV US eng C - Conference Paper (international conference)
Papež, Milan - Quinn, Anthony
Hierarchical Bayesian Transfer Learning Between a Pair of Kalman Filters.
Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. Piscataway: IEEE, 2021, č. článku 9467863. ISBN 978-1-6654-3429-4.
[Irish Signals and Systems Conference (ISSC 2021) /23./. Athlone (IE), 10.06.2021-11.06.2021]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : fully probabilistic design * hierarchical models * Bayesian transfer learning * randomized design * Kalman filters
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/AS/papez-0549007.pdf
Permanent Link: http://hdl.handle.net/11104/0325119 - 4.0519515 - ÚTIA 2020 RIV US eng C - Conference Paper (international conference)
Jirsa, Ladislav - Kuklišová Pavelková, Lenka - Quinn, Anthony
Bayesian Filtering for States Uniformly Distributed on a Parallelotopic Support.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019). Piscataway: IEEE, 2019. ISBN 978-1-7281-5341-4.
[IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019). Ajman (AE), 10.12.2019-12.12.2019]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian filtering * uniform distribution on a parallelotopic support (UPS) * local approximation * Kullback-Leibler divergence
OECD category: Automation and control systems
http://library.utia.cas.cz/separaty/2019/AS/jirsa-0519515.pdf
Permanent Link: http://hdl.handle.net/11104/0304778 - 5.0517961 - ÚTIA 2021 RIV US eng C - Conference Paper (international conference)
Papež, Milan - Quinn, Anthony
Bayesian transfer learning between Gaussian process regression tasks.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019). Piscataway: IEEE, 2019. ISBN 978-1-7281-5341-4.
[IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019) /19./. Ajman (AE), 09.12.2019-12.12.2019]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian transfer learning * supervised learning * fully probabilistic design * incomplete modelling * Gaussian process regression
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/2019/AS/papez-0517961.pdf
Permanent Link: http://hdl.handle.net/11104/0303180 - 6.0510186 - ÚTIA 2020 RIV US eng C - Conference Paper (international conference)
Papež, Milan - Quinn, Anthony
Robust Bayesian transfer learning between Kalman filters.
PROCEEDINGS OF MLSP 2019 : IEEE 29th International Workshop on Machine Learning for Signal Processing. Piscataway: IEEE, 2019, č. článku 19. ISBN 978-1-7281-0824-7.
[IEEE 29th International Workshop on Machine Learning for Signal Processing. Pittsburgh (US), 13.10.2019-16.10.2019]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian transfer learning * Robust knowledge transfer * Scalar relaxation * Fully probabilistic design * Kalman filtering
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/2019/AS/papez-0510186.pdf
Permanent Link: http://hdl.handle.net/11104/0302515 - 7.0507278 - ÚTIA 2020 RIV PT eng C - Conference Paper (international conference)
Jirsa, Ladislav - Pavelková, Lenka - Quinn, Anthony
Knowledge Transfer in a Pair of Uniformly Modelled Bayesian Filters.
Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019). Setubal: SCITEPRESS – Science and Technology Publications, Lda, 2019 - (Gusikhin, O.; Madani, K.; Zaytoon, J.), č. článku 50. ISBN 978-989-758-380-3. ISSN 2184-2809.
[International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) /16./. Prague (CZ), 29.07.2019-31.07.2019]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Fully Probabilistic Design * Bayesian Filtering * Uniform Noise * Knowledge Transfer * Predictor * Orthotopic Bounds
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2019/AS/jirsa-0507278.pdf
Permanent Link: http://hdl.handle.net/11104/0298578 - 8.0499667 - ÚTIA 2019 RIV US eng C - Conference Paper (international conference)
Papež, Milan - Quinn, Anthony
Dynamic Bayesian knowledge transfer between a pair of Kalman filters.
PROCEEDINGS OF MLSP 2018 : IEEE 28th International Workshop on Machine Learning for Signal Processing. Piscataway: IEEE, 2018, č. článku 8517020. ISBN 978-1-5386-5478-1. ISSN 1551-2541.
[International Workshop on Machine Learning for Signal Processing 2018 (MLSP 2018) /28./. Aalborg (DK), 17.09.2018-20.09.2018]
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian transfer learning * Fully probabilistic design * Kalman filtering
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2019/AS/papez-0499667.pdf
Permanent Link: http://hdl.handle.net/11104/0292053