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Disobeying Directions: Switching Random Walk Filters for Unsupervised Node Embedding Learning on Directed Graphs
Ceylan, Ciwan
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Robotics, Perception and Learning, RPL.
Ghoorchian, Kambiz
Kragic Jensfelt, Danica
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Robotics, Perception and Learning, RPL. KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Collaborative Autonomous Systems.
ORCID iD:
0000-0003-2965-2953
2025 (English)
In:
Transactions on Machine Learning Research, E-ISSN 2835-8856
Article in journal (Refereed) Epub ahead of print
Place, publisher, year, edition, pages
2025.
Keywords [en]
directed graphs, node embeddings, unsupervised learning, random walks
National Category
Computer Sciences
Identifiers
URN:
urn:nbn:se:kth:diva-366840
OAI: oai:DiVA.org:kth-366840
DiVA, id:
diva2:1984909
Funder
Wallenberg AI, Autonomous Systems and Software Program (WASP)
Note
QC 20250806
Available from:
2025-07-18
Created:
2025-07-18
Last updated:
2026-01-08
Bibliographically approved
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Ceylan, Ciwan
Kragic Jensfelt, Danica
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Ceylan, Ciwan
Kragic Jensfelt, Danica
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Robotics, Perception and Learning, RPL
Collaborative Autonomous Systems
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Transactions on Machine Learning Research
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Computer Sciences
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https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-366840
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http://kth.diva-portal.org/smash/record.jsf?pid=diva2:1984909
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apa
ieee
modern-language-association-8th-edition
vancouver
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apa
ieee
modern-language-association-8th-edition
vancouver
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de-DE
en-GB
en-US
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nn-NO
nn-NB
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