TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

Ha, Mustafa (First author) ; Papillon, Mathilde (First author) ; Frantzen, Florian (First author)^RWTH* ; Agerberg, Jens (Corresponding author) ; AlJabea, Ibrahem (Corresponding author) ; Ballester, Rubén (Corresponding author) ; Battiloro, Claudio (Corresponding author) ; Bernárdez, Guillermo (Corresponding author) ; Birdal, Tolga (Corresponding author) ; Brent, Aiden (Corresponding author) ; Chin, Peter (Corresponding author) ; Escalera, Sergio (Corresponding author) ; Fiorellino, Simone (Corresponding author) ; Gardaa, Odin Hoff (Corresponding author) ; Gopalakrishnan, Gurusankar (Corresponding author) ; Govil, Devendra (Corresponding author) ; Hoppe, Josef (Corresponding author)^RWTH* ; Karri, Maneel Reddy (Corresponding author) ; Khouja, Jude (Corresponding author) ; Lecha, Manuel (Corresponding author) ; Livesay, Neal (Corresponding author) ; Meissner, Jan Peter (Corresponding author)^RWTH* ; Mukherjee, Soham (Corresponding author) ; Nikitin, Alexander (Corresponding author) ; Papamarkou, Theodore (Corresponding author) ; Prílepok, Jaro (Corresponding author) ; Ramamurthy, Karthikeyan Natesan (Corresponding author) ; Rosen, Paul (Corresponding author) ; Guzmán-Sáenz, Aldo (Corresponding author) ; Salatiello, Alessandro (Corresponding author) ; Samaga, Shreyas N. (Corresponding author) ; Scardapane, Simone (Corresponding author) ; Schaub, Michael Thomas (Corresponding author)^RWTH* ; Scofano, Luca (Corresponding author) ; Spinelli, Indro (Corresponding author) ; Telyatnikov, Lev (Corresponding author) ; Truong, Quang (Corresponding author) ; Walters, Robin (Corresponding author) ; Yang, Maosheng (Corresponding author) ; Zaghen, Olga (Corresponding author) ; Zamzmi, Ghada (Corresponding author) ; Zia, Ali (Corresponding author) ; Miolane, Nina (Corresponding author)

In
Journal of machine learning research : JMLR 25(374), Seiten/Artikel-Nr.:1-8

2024

ImpressumBrookline, MA : Microtome Publishing

ISSN1533-7928

Personen Ha, Mustafa; Papillon, Mathilde; Frantzen, Florian auch Corresponding authors

Online
DOI: 10.18154/RWTH-2025-00049
URL: https://publications.rwth-aachen.de/record/999959/files/999959.pdf
URL: https://jmlr.org/papers/v25/24-0110.html

Einrichtungen

1. Juniorprofessur für Computational Network Science (125230)
2. Fachgruppe Informatik (120000)

Projekte

1. HIGH-HOPeS - Higher-Order Hodge Laplacians for Processing of multi-way Signals (101039827) (101039827)

Thematische Einordnung (Klassifikation)
DDC: 004

OpenAccess:
PDF
External link:
Fulltext

Dokumenttyp
Journal Article

Format
online

Sprache
English

Anmerkung
Peer reviewed article

Interne Identnummern
RWTH-2025-00049
Datensatz-ID: 999959

Lizenzstatus der Zeitschrift