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Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Siraudin, A. (Corresponding author)RWTH* ; Malliaros, F. D. ; Morris, C.RWTH*
Cometh: A continuous-time discrete-state graph diffusion model
Transactions on Machine Learning Research 2025(4), (2025)2025     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Cayci, S. ; Eryilmaz, A.
Recurrent Natural Policy Gradient for POMDPs
Transactions on machine learning research 2025(10), 1-36 (2025)2025     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Brunzema, P. J. (Corresponding author)RWTH* ; Von Rohr, A. (Corresponding author)RWTH* ; Solowjow, F. (Corresponding author)RWTH* ; Trimpe, J. S. (Corresponding author)RWTH*
Event-Triggered Time-Varying Bayesian Optimization
Transactions on Machine Learning Research 2025(1), 1-29 (2025) [10.18154/RWTH-2025-02263]2025     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rath, L.RWTH* ; Von Rohr, A.RWTH* ; Schultze, A.RWTH* ; Trimpe, J. S.RWTH* ; Corves, B.RWTH*
Discovering model structure of dynamical systems with combinatorial bayesian optimization
Transactions on machine learning research 2024(3), 1-26 (2024) [10.18154/RWTH-2025-02288]2024     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Fiedler, C. M. (Corresponding author)RWTH* ; Menn, J. (Corresponding author)RWTH* ; Kreisköther, L. ; Trimpe, J. S. (Corresponding author)RWTH*
On Safety in Safe Bayesian Optimization
Transactions on machine learning research 2024(9), 1-28 (2024)2024     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Müller, L.RWTH* ; Galkin, M. ; Rampášek, L. ; Morris, C.RWTH*
Attending to Graph Transformers
Transactions on Machine Learning Research 2024(2), (2024) [10.18154/RWTH-CONV-251840]2024     Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Tönshoff, J. M. (Corresponding author)RWTH* ; Ritzert, M. (Corresponding author) ; Wolf, H. (Corresponding author)RWTH* ; Grohe, M. (Corresponding author)RWTH*
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing
Transactions on machine learning research 2023(8), 1-30 (2023)2023     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Buisson-Fenet, M. (Corresponding author)RWTH* ; Morgenthaler, V. (Corresponding author) ; Trimpe, J. S. (Corresponding author)RWTH* ; Di Meglio, F. (Corresponding author)
Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs
Transactions on Machine Learning Research 2023(1), 1-28 (2023)2023     Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Baumann, D. O. (Corresponding author) ; Solowjow, F. (Corresponding author)RWTH* ; Johansson, K. H. (Corresponding author) ; Trimpe, J. S. (Corresponding author)RWTH*
Identifying Causal Structure in Dynamical Systems
Transactions on machine learning research 2022(7), (2022)2022     Fulltext BibTeX | EndNote: XML, Text | RIS

All known publications ...
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