Jekyll2026-06-30T09:22:45+00:00https://proceedings.mlr.press/v325/feed.xmlProceedings of Machine Learning ResearchProceedings of the Geometry, Topology, and Machine Learning Workshop
Held in Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany on 10-14 November 2025
Published as Volume 325 by the Proceedings of Machine Learning Research on 29 June 2026.
Volume Edited by:
Michael Bleher
Freya Jensen
Levin Maier
Diaaeldin Taha
Anna Wienhard
Series Editors:
Neil D. Lawrence
PMLRPreface of Geometry, Topology, and Machine Learning 20252026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/bleher26a[{"given"=>"Michael", "family"=>"Bleher"}, {"given"=>"Freya", "family"=>"Jensen"}, {"given"=>"Levin", "family"=>"Maier"}, {"given"=>"Diaaeldin", "family"=>"Taha"}, {"given"=>"Anna", "family"=>"Wienhard"}]Understanding Learning Invariance in Deep Linear Networks2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/duan26a[{"given"=>"Hao", "family"=>"Duan"}, {"given"=>"Guido", "family"=>"Montúfar"}]Zigzag Persistence of Large Language Models Representations2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/gardinazzi26a[{"given"=>"Yuri", "family"=>"Gardinazzi"}, {"given"=>"Karthik", "family"=>"Viswanathan"}, {"given"=>"Giada", "family"=>"Panerai"}, {"given"=>"Alessio", "family"=>"Ansuini"}, {"given"=>"Alberto", "family"=>"Cazzaniga"}, {"given"=>"Matteo", "family"=>"Biagetti"}]Zigzag Persistence of Neural Responses to Time-Varying Stimuli2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/gardinazzi26b[{"given"=>"Yuri", "family"=>"Gardinazzi"}, {"given"=>"Alessio", "family"=>"Ansuini"}, {"given"=>"Eugenio", "family"=>"Piasini"}, {"given"=>"Fabio", "family"=>"Anselmi"}, {"given"=>"Matteo", "family"=>"Biagetti"}]On a Geometry of Interbrain Networks2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/hinrichs26a[{"given"=>"Nicolás", "family"=>"Hinrichs"}, {"given"=>"Noah", "family"=>"Guzmán"}, {"given"=>"Melanie", "family"=>"Weber"}]Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias?2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/jacobs26a[{"given"=>"Tom", "family"=>"Jacobs"}, {"given"=>"Chao", "family"=>"Zhou"}, {"given"=>"Rebekka", "family"=>"Burkholz"}]In search of topological summaries for multispecies spatial patterns2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/jimenez26a[{"given"=>"Maria Jose", "family"=>"Jimenez"}]A Comparative Empirical Study of Relative Embedding Alignment in Neural Dynamical System Forecasters2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/kucukahmetler26a[{"given"=>"Deniz", "family"=>"Kucukahmetler"}, {"given"=>"Maximilian Jean", "family"=>"Hemmann"}, {"given"=>"Julian", "family"=>"Aehrenfeld", "prefix"=>"Mosig von"}, {"given"=>"Maximilian", "family"=>"Amthor"}, {"given"=>"Christian", "family"=>"Deubel"}, {"given"=>"Nico", "family"=>"Scherf"}, {"given"=>"Diaaeldin", "family"=>"Taha"}]Complete and Efficient Covariants for 3D Point Configurations2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/maennel26a[{"given"=>"Hartmut", "family"=>"Maennel"}]Mathematical Foundations of Modeling ETL Process Chains2026-06-29T00:00:00+00:002026-06-29T00:00:00+00:00https://proceedings.mlr.press/v325/maier26a[{"given"=>"Levin", "family"=>"Maier"}, {"given"=>"Lucas", "family"=>"Schulze"}, {"given"=>"Robert", "family"=>"Lilow"}, {"given"=>"Lukas", "family"=>"Hahn"}, {"given"=>"Niko", "family"=>"Krasowski"}, {"given"=>"Arnulf", "family"=>"Barth"}, {"given"=>"Sebastian", "family"=>"Gaebel"}, {"given"=>"Ferdi", "family"=>"Gueran"}, {"given"=>"Giovanni", "family"=>"Wagner"}, {"given"=>"Falk", "family"=>"Borgmann"}, {"given"=>"Oleg", "family"=>"Arenz"}, {"given"=>"Jan", "family"=>"Peters"}]