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Works (11)

Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems

Journal of Process Control
2022-08 | Journal article
Contributors: Ján Drgoňa; Karol Kiš; Aaron Tuor; Draguna Vrabie; Martin Klaučo
Source: check_circle
Crossref

Exploring a Bilingual Next Word Predictor for a Federated Learning Mobile Application

2022-02-23 | Preprint
Contributors: Natali Alfonso Burgos; Karol Kiš; Peter Bakarac; Michal Kvasnica; Giovanni Licitra
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Crossref

Exploring a Bilingual Next Word Predictor for a Federated Learning Mobile Application

2022-02-23 | Preprint
Contributors: Natali Alfonso Burgos; Karol Kiš; Peter Bakarac; Michal Kvasnica; Giovanni Licitra
Source: check_circle
Crossref

Exploring a Bilingual Next Word Predictor for a Federated Learning Mobile Application

2022-01-14 | Preprint
Contributors: Natali Alfonso Burgos; Karol Kiš; Peter Bakarac; Michal Kvasnica; Giovanni Licitra
Source: check_circle
Crossref

Dynamic optimisation Toolbox dynopt 5.0

Proceedings of the 2021 23rd International Conference on Process Control, PC 2021
2021 | Conference paper
EID:

2-s2.0-85111347788

Contributors: Fikar, M.; Furka, M.; Horvathova, M.; Kis, K.; Mojto, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Explicit MPC in the form of Sparse Neural Networks

Proceedings of the 2021 23rd International Conference on Process Control, PC 2021
2021 | Conference paper
EID:

2-s2.0-85111372574

Contributors: Kis, K.; Klauco, M.; Kvasnica, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Usage of Homomorphic Encryption Algorithms in Process Control

Proceedings of the 2021 23rd International Conference on Process Control, PC 2021
2021 | Conference paper
EID:

2-s2.0-85111360429

Contributors: Furka, M.; Kis, K.; Klauco, M.; Kvasnica, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems

arXiv
2020 | Other
EID:

2-s2.0-85112736069

Part of ISSN: 23318422
Contributors: Drgoňa, J.; Kiš, K.; Tuor, A.; Vrabie, D.; Klaučo, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Identification and control of a cascade of biochemical reactors

Proceedings of the 30th International Conference on Cybernetics and Informatics, K and I 2020
2020 | Conference paper
EID:

2-s2.0-85083110011

Contributors: Furka, M.; Kis, K.; Horvathova, M.; Mojto, M.; Bakosova, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Neural Network Controllers in Chemical Technologies

SOSE 2020 - IEEE 15th International Conference of System of Systems Engineering, Proceedings
2020 | Conference paper
EID:

2-s2.0-85091666031

Contributors: Kis, K.; Klauco, M.; Meszaros, A.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier

Neural Network Based Explicit MPC for Chemical Reactor Control

arXiv
2019 | Other
EID:

2-s2.0-85093379423

Part of ISSN: 23318422
Contributors: Kiš, K.; Klaučo, M.
Source: Self-asserted source
Karol Kiš via Scopus - Elsevier