Combining Gaussian Processes with Neural Networks for Active Learning in Optimization

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SYSNO	0555604
Title	Combining Gaussian Processes with Neural Networks for Active Learning in Optimization
Author(s)	Růžička, J. (CZ) Koza, J. (CZ) Tumpach, J. (CZ) Pitra, Z. (CZ) Holeňa, Martin (UIVT-O)_{SAI, RID}
Source Title	IAL@ECML PKDD 2021: Workshop on Interactive Adaptive Learning. Proceedings. S. 105-120. - Aachen : Technical University & CreateSpace Independent Publishing, 2021 / Krempl G. ; Lemaire V. ; Kottke D. ; Holzinger A. ; Hammer B.
Conference	IAL 2021: Workshop on Interactive Adaptive Learning /5./, 13.09.2021 - 13.09.2021, Bilbao / virtual
Document Type	Konferenční příspěvek (zahraniční konf.)
Grant	GA18-18080S GA ČR - Czech Science Foundation (CSF), CZ - Czech Republic
	LM2018140, CZ - Czech Republic
Institutional support	UIVT-O - RVO:67985807
Language	eng
Country	DE
Keywords	active learning * black-box optimization * artificial neural networks * Gaussian processes * covariance functions
Cooperating institutions	České vysoké učení technické (Czech Republic) Univerzita Karlova (Czech Republic)
URL	http://ceur-ws.org/Vol-3079/ial2021_paper9.pdf
Permanent Link	http://hdl.handle.net/11104/0330068

	File	Download	Size	Commentary	Version	Access
	0555604-afoa.pdf	1	2.4 MB	OA CC BY 4.0	Publisher’s postprint	open-access

Number of the records: 1