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Title:Geometric learning in black-box optimization : a GNN framework for algorithm performance prediction
Authors:ID Kostovska, Ana, Institut "Jožef Stefan" (Author)
ID Doerr, Carola (Author)
ID Džeroski, Sašo, Institut "Jožef Stefan" (Author)
ID Panov, Panče, Institut "Jožef Stefan" (Author)
ID Eftimov, Tome, Institut "Jožef Stefan" (Author)
Files:URL URL - Source URL, visit https://dl.acm.org/doi/abs/10.1145/3712255.3726696
 
.pdf PDF - Presentation file, download (1,08 MB)
MD5: 1F7C749C917640876406DE10FB544D24
 
Language:English
Typology:1.08 - Published Scientific Conference Contribution
Organization:Logo IJS - Jožef Stefan Institute
Keywords:algorithm performance prediction, graph neural networks
Publication status:Published
Publication version:Version of Record
Publication date:11.08.2025
Publisher:ACM
Year of publishing:2025
Number of pages:Str. 487 - 490
Source:ZDA
PID:20.500.12556/DiRROS-23357 New window
UDC:004.8
COBISS.SI-ID:246082563 New window
Copyright:© 2025 Copyright held by the owner/author(s). Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the owner/author(s).
Note:Nasl. z nasl. zaslona; Opis vira z dne 20. 8. 2025;
Publication date in DiRROS:21.08.2025
Views:371
Downloads:144
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Record is a part of a monograph

Title:GECCO'25 : proceedings of the 2025 Genetic and Evolutionary Computation Conference
Place of publishing:New York
Publisher:The Association for Computing Machinery
ISBN:979-8-4007-1465-8
COBISS.SI-ID:245958403 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0098
Name:Računalniške strukture in sistemi

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0103
Name:Tehnologije znanja

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:GC-0001
Name:Umetna inteligenca za znanost

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

Funder:ARIS - Slovenian Research and Innovation Agency
Funding programme:Young Researcher Grant
Project number:PR-12897

Funder:ARIS - Slovenian Research and Innovation Agency
Funding programme:Young Researcher Grant
Project number:PR-12393

Funder:EC - European Commission
Funding programme:HE
Project number:101187010
Name:Leveraging Benchmarking Data for Automated Machine Learning and Optimization
Acronym:AutoLearn-SI

Secondary language

Language:Slovenian
Keywords:napovedovanje, delovanje, nevronske mreže, grafi


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