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Title:Sensitivity analysis of RF+clust for leave-one-problem-out performance prediction
Authors:ID Nikolikj, Ana, Institut Jožef Stefan (Author)
ID Pluhacek, Michal (Author)
ID Doerr, Carola (Author)
ID Korošec, Peter, Institut Jožef Stefan (Author)
ID Eftimov, Tome, Institut Jožef Stefan (Author)
Files:URL URL - Source URL, visit
.pdf PDF - Presentation file, download (4,94 MB)
MD5: EB7DE11ECE7FB4BAAD23BA528222758F
Typology:1.08 - Published Scientific Conference Contribution
Organization:Logo IJS - Jožef Stefan Institute
Keywords:automated performance prediction, autoML, single-objective black-box optimization, zero-shot learning
Publication status:Published
Publication version:Author Accepted Manuscript
Publication date:25.09.2023
Year of publishing:2023
Number of pages:Str. [1-8]
PID:20.500.12556/DiRROS-17265 New window
DOI:10.1109/CEC53210.2023.10254146 New window
COBISS.SI-ID:166119427 New window
Copyright:©2023 IEEE
Note:Nasl. z nasl. zaslona; Soavtorja iz Slovenije: Peter Korošec, Tome Eftimov; Opis vira z dne 28. 9. 2023;
Publication date in DiRROS:13.11.2023
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Record is a part of a monograph

Title:2023 IEEE Congress on Evolutionary Computation (CEC)
Subtitle:1-5 July 2023, [Chicago]
Place of publishing:[Piscataway
Publisher:ǂThe ǂInstitute of Electrical and Electronics Engineers
Year of publishing:2023
COBISS.SI-ID:166111235 New window

Document is financed by a project

Funder:ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
Project number:N2-0239
Name:Učenje predstavitev pokrajin za razlago kakovosti stohastičnih optimizacijskih algoritmov

Funder:ARRS - Agencija za raziskovalno dejavnost Republike Slovenije
Project number:J2-4460
Name:Auto-OPT: Avtomatizirana izbira in konfiguracija eno-kriterijskih zveznih optimizacijskih algoritmov

Funder:Drugi - Drug financer ali več financerjev
Funding programme:BI-FR/23-24-PROTEUS001
Project number:PR-12040

Funder:Drugi - Drug financer ali več financerjev
Project number:ANR-22-ERCS-0003-01

Secondary language

Keywords:strojno učenje