Search results
- 1.0559729 - ÚTIA 2023 RIV NL eng J - Journal Article
Papež, Milan - Quinn, Anthony
Transferring model structure in Bayesian transfer learning for Gaussian process regression.
Knowledge-Based System. Roč. 251, č. 1 (2022), č. článku 108875. ISSN 0950-7051. E-ISSN 1872-7409
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian transfer learning (BTL) * Multitask learning * Local and global modelling * 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)
Impact factor: 8.8, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/AS/papez-0559729.pdf https://www.sciencedirect.com/science/article/pii/S095070512200418X?via%3Dihub
Permanent Link: https://hdl.handle.net/11104/0333424 - 2.0551618 - ÚTIA 2022 RIV NL eng J - Journal Article
Kuklišová Pavelková, Lenka - Jirsa, Ladislav - Quinn, Anthony
Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances.
Knowledge-Based System. Roč. 238, č. 1 (2022), č. článku 107879. ISSN 0950-7051. E-ISSN 1872-7409
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Knowledge fusion * Bayesian transfer learning * Fully probabilistic design * State–space models * Bounded noise * Bayesian inference
OECD category: Statistics and probability
Impact factor: 8.8, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/AS/kuklisova-0551618.pdf https://www.sciencedirect.com/science/article/pii/S0950705121010388
Permanent Link: http://hdl.handle.net/11104/0326889 - 3.0532053 - ÚTIA 2021 RIV NL eng J - Journal Article
Papež, Milan - Quinn, Anthony
Bayesian transfer learning between Student-t filters.
Signal Processing. Volume 175, č. 1 (2020), č. článku 107624. ISSN 0165-1684. E-ISSN 1872-7557
R&D Projects: GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Bayesian transfer learning * Student-t filtering * Incomplete modelling * Fully probabilistic design * Variational Bayes * Robust transfer
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 4.662, year: 2020
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2020/AS/papez-0532053.pdf https://www.sciencedirect.com/science/article/pii/S0165168420301675
Permanent Link: http://hdl.handle.net/11104/0310668