Search results
- 1.0577167 - ÚI 2024 RIV US eng C - Conference Paper (international conference)
Mushtaq, U. - Cabessa, Jérémie
Argument Mining with Modular BERT and Transfer Learning.
IJCNN 2023 Conference Proceedings. Piscataway: IEEE, 2023, č. článku 191330. ISBN 978-1-6654-8867-9.
[IJCNN 2023: International Joint Conference on Neural Networks /36./. Queensland (AU), 18.06.2023-23.06.2023]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Argument Mining * BERT * Features as Text * modular BERT * NLP * Transfer Learning
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: https://hdl.handle.net/11104/0346396 - 2.0570030 - ÚI 2024 RIV US eng C - Conference Paper (international conference)
Harikrishnan, N. B. - Kathpalia, Aditi - Nagaraj, N.
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning.
Advances in Neural Information Processing Systems 35 (NeurIPS 2022). New Orleans: Curran Associates, 2022 - (Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K.; Oh, A.), č. článku 189185. ISBN 978-171387108-8. ISSN 1049-5258.
[NeurIPS 2022: Conference on Neural Information Processing Systems /36./. New Orleans / virtual (US), 28.11.2022-09.12.2022]
R&D Projects: GA ČR(CZ) GA19-16066S
Grant - others:AV ČR(CZ) AP1901
Program: Akademická prémie - Praemium Academiae
Institutional support: RVO:67985807
Keywords : neurochaos learning * cause-effect classification * transfer learning * causal machine learning
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://proceedings.neurips.cc/paper_files/paper/2022/file/0d9057d84a9fc37523bf826232ea6820-Paper-Conference.pdf
Permanent Link: https://hdl.handle.net/11104/0341401File Download Size Commentary Version Access 0570030-afin.pdf 2 1.6 MB volně online Publisher’s postprint open-access - 3.0562021 - ASÚ 2023 RIV US eng C - Conference Paper (international conference)
Podsztavek, O. - Škoda, Petr - Tvrdík, P.
Transfer Learning in Large Spectroscopic Surveys.
Astronomical Data Analysis Software and System XXX. San Francisco: Astronomical Society of the Pacific, 2022 - (Ruiz, J.), s. 235-238. ASP Conference Series, 532. ISBN 978-1-58381-934-0.
[Astronomical Data Analysis Software and System /30./. on-line (US), 08.11.2020-12.11.2020]
Institutional support: RVO:67985815
Keywords : transfer learning * spectroscopy * sky surveys
OECD category: Astronomy (including astrophysics,space science)
http://www.aspbooks.org/publications/532/235.pdf
Permanent Link: https://hdl.handle.net/11104/0334448 - 4.0559729 - 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 - 5.0558088 - ÚTAM 2023 RIV GB eng J - Journal Article
Huang, H. - Xue, C. - Zhang, Wei - Guo, M. X.
Torsion design of CFRP-CFST columns using a data-driven optimization approach.
Engineering Structures. Roč. 251, January (2022), č. článku 113479. ISSN 0141-0296. E-ISSN 1873-7323
Institutional support: RVO:68378297
Keywords : CFST columns * combined loads * multi-objective optimization * overfitting * SHAP values * transfer learning
OECD category: Civil engineering
Impact factor: 5.5, year: 2022
Method of publishing: Limited access
https://doi.org/10.1016/j.engstruct.2021.113479
Permanent Link: http://hdl.handle.net/11104/0331888 - 6.0551618 - 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 - 7.0550881 - 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 - 8.0549009 - 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 - 9.0549008 - 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 - 10.0549007 - 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