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GA18-15970S

  1. Jirsa Ladislav, Kuklišová Pavelková Lenka, Quinn Anthony :  Bayesian transfer learning between uniformly modelled Bayesian filters , Informatics in Control, Automation and Robotics : 16th International Conference, ICINCO 2019 Prague, Czech Republic, July 29-31, 2019, Revised Selected Papers, p. 151-168 , Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan [2021] Download DOI: 10.1007/978-3-030-63193-2_9
  2. Jirsa Ladislav, Kuklišová Pavelková Lenka, Quinn Anthony :  Approximate Bayesian Prediction Using State Space Model with Uniform Noise , Informatics in Control, Automation and Robotics : 15th International Conference, ICINCO 2018, Porto, Portugal, July 29-31, 2018, Revised Selected Papers, p. 552-568 , Eds: Gusikhin O., Madani K. [2019] Download DOI: 10.1007/978-3-030-31993-9

  1. Papež Milan, Quinn Anthony :  Transferring model structure in Bayesian transfer learning for Gaussian process regression , Knowledge-Based System vol.251, 108875 [2022] Download Download DOI: 10.1016/j.knosys.2022.108875
  2. Kuklišová Pavelková Lenka, Jirsa Ladislav, Quinn Anthony :  Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances , Knowledge-Based System vol.238, 107879 [2022] Download Download DOI: 10.1016/j.knosys.2021.107879
  3. Papež Milan, Quinn Anthony :  Bayesian transfer learning between Student-t filters , Signal Processing, 107624 [2020] Download Download DOI: 10.1016/j.sigpro.2020.107624

  1. Hoffmann A., Quinn Anthony :  Ockham's Razor from a Fully Probabilistic Design Perspective, ÚTIA AV ČR v. v. i.,, (Praha 2021) Research Report 2391 [2021] Download
  2. Nugent Sh., Quinn Anthony :  Transferring Improved Local Kernel Design in Multi-Source Bayesian Transfer Learning, with an application in Air Pollution Monitoring in India, ÚTIA AV ČR, v. v. i.,, (Praha 2021) Research Report 2392 [2021] Download
  3. 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, 9467862 , Irish Signals and Systems Conference (ISSC 2021) /23./, (Athlone, IE, 20210610) [2021] Download DOI: 10.1109/ISSC52156.2021.9467862
  4. Barber Alec, Quinn Anthony :  Robust Bayesian Transfer Learning between Autoregressive Inference Tasks , Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021, 9467857 , Irish Signals and Systems Conference (ISSC 2021) /23./, (Athlone, IE, 20210610) [2021] Download DOI: 10.1109/ISSC52156.2021.9467857
  5. 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, 9467863 , Irish Signals and Systems Conference (ISSC 2021) /23./, (Athlone, IE, 20210610) [2021] Download DOI: 10.1109/ISSC52156.2021.9467863
  6. Barber Alec, Quinn Anthony :  Bayesian transfer learning between autoregressive inference tasks, ÚTIA AV ČR, (Praha 2020) Research Report 2389 [2020] Download
  7. Murray Sean Ernest, Quinn Anthony :  Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy, ÚTIA AV ČR, (Praha 2020) Research Report 2388 [2020] Download
  8. Kuklišová Pavelková Lenka, Belda Květoslav :  Output-Feedback Model Predictive Control for Systems under Uniform Disturbances , Proceedings of the 7th International Conference on Control, Decision and Information Technologies (CoDIT) 2020, p. 897-902, International Conference on Control, Decision and Information Technologies 2020 (CoDIT 2020) /7./, (Prague, CZ, 20200629) [2020] Download DOI: 10.1109/CoDIT49905.2020.9263867
  9. Lainová Eva, Kuklišová Pavelková Lenka, Jirsa Ladislav :  Approximate Bayesian state estimation and output prediction using state-space model with uniform noise, ÚTIA AV ČR, (Praha 2019) Research Report 2381 [2019] Download
  10. 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), IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019), (Ajman, AE, 20191210) [2019] Download DOI: 10.1109/ISSPIT47144.2019.9001829
  11. 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), IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019) /19./, (Ajman, AE, 20191209) [2019] Download DOI: 10.1109/ISSPIT47144.2019.9001885
  12. 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, 19 , IEEE 29th International Workshop on Machine Learning for Signal Processing, (Pittsburgh, US, 20191013) [2019] Download DOI: 10.1109/MLSP.2019.8918783
  13. 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), 50 , Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan, International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) /16./, (Prague, CZ, 20190729) [2019] Download DOI: 10.5220/0007854104990506
  14. Papež Milan :  Monte Carlo-Based Identification Strategies for State-Space Models, Vysoké učení technické v Brně, (Brno 2019) [2019] Download
  15. Kárný Miroslav, Hůla František :  Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision Policies , Proceedings of the 11th International Conference on Agents and Artificial Intelligence, p. 857-864 , Eds: Rocha A., Steels L., van den Herik J., International Conference on Agents and Artificial Intelligence, (Praha, CZ, 20190219) [2019] Download DOI: 10.5220/0007587208570864
  16. Kautský Václav, Štěch Jakub :  Heuristics in blind source separation , Stochastic and Physical Monitoring Systems, p. 1-9 , Eds: Franc J., Hobza T., SPMS 2018, (Dobřichovice, CZ, 20180618) [2018] Download
  17. 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, 8517020 , International Workshop on Machine Learning for Signal Processing 2018 (MLSP 2018) /28./, (Aalborg, DK, 20180917) [2018] Download DOI: 10.1109/MLSP.2018.8517020
  18. Kárný Miroslav, Hůla František :  Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision Policies, ÚTIA AV ČR, v.v.i, (Praha 2018) Research Report 2376 [2018] Download
  19. Pavelková Lenka, Jirsa Ladislav :  Approximate recursive Bayesian estimation of state space model with uniform noise , ICINCO 2018 : Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics, p. 388-394 , Eds: Madani Kurosh, Gusikhin Oleg, 15th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2018), (Porto, PT, 20180729) [2018] Download DOI: 10.5220/0006933803880394
07.01.2019 - 08:39
Institute of Information Theory and Automation