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Title:PS-AAS : portfolio selection for automated algorithm selection in black-box optimization
Authors:ID Kostovska, Ana, Institut Jožef Stefan (Author)
ID Cenikj, Gjorgjina, Institut Jožef Stefan (Author)
ID Vermetten, Diederick (Author)
ID Janković, Anja (Author)
ID Nikolikj, Ana, Institut Jožef Stefan (Author)
ID Škvorc, Urban, Institut Jožef Stefan (Author)
ID Korošec, Peter, Institut Jožef Stefan (Author)
ID Doerr, Carola (Author)
ID Eftimov, Tome, Institut Jožef Stefan (Author)
Files:.pdf PDF - Presentation file, download (1,90 MB)
MD5: BB6357AFDEE354732500B5E2FABC4852
 
.pdf PDF - Presentation file, download (1,97 MB)
MD5: EDFA36CC0C27CF1D47D0EDA5E7D46E68
 
Language:English
Typology:1.08 - Published Scientific Conference Contribution
Organization:Logo IJS - Jožef Stefan Institute
Keywords:automated algorithm selection, portfolio selection, black box optimization
Publication date:16.05.2023
Publisher:AutoML 2023
Year of publishing:2023
Number of pages:str. 1-17
Numbering:Vol. 228
Source:Nemčija
PID:20.500.12556/DiRROS-17498 New window
UDC:004.8
ISSN on article:2640-3498
COBISS.SI-ID:176841475 New window
Note:Nasl. z nasl. zaslona; Soavtorji iz Slovenije: Gjorgjina Cenikj, Ana Nikolikj, Urban Škvorc, Peter Korošec, Tome Eftimov; Opis vira z dne 11. 12. 2023;
Publication date in DiRROS:11.12.2023
Views:484
Downloads:194
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Record is a part of a journal

Title:Proceedings of Machine learning research
Shortened title:Proc. Mach. Learn. Res.
Publisher:JMLR
ISSN:2640-3498
COBISS.SI-ID:27067395 New window

Document is financed by a project

Funder:ARRS - Slovenian Research Agency
Project number:P2-0103
Name:Tehnologije znanja

Funder:ARRS - Slovenian Research Agency
Project number:N2-0239
Name:Učenje predstavitev pokrajin za razlago kakovosti stohastičnih optimizacijskih algoritmov

Funder:ARRS - Slovenian Research Agency
Project number:J2-4460
Name:Auto-OPT: Avtomatizirana izbira in konfiguracija eno-kriterijskih zveznih optimizacijskih algoritmov

Funder:ANR - French National Research Agency
Project number:ANR-22-ERCS-0003
Name:Generalized Variation Operators for Randomized Search Heuristics
Acronym:VARIATION

Funder:EC - European Commission
Funding programme:H2020
Project number:952215
Name:Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization
Acronym:TAILOR

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:16.05.2023

Secondary language

Language:Slovenian
Title:PS-AAS: portfolio selection for automated algorithm selection in black-box optimization


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