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Bastian Rieck

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The Manifold Density Function: An Intrinsic Method for the Validation of Manifold Learning

Feb 14, 2024
Benjamin Holmgren, Eli Quist, Jordan Schupbach, Brittany Terese Fasy, Bastian Rieck

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Position Paper: Challenges and Opportunities in Topological Deep Learning

Feb 14, 2024
Theodore Papamarkou, Tolga Birdal, Michael Bronstein, Gunnar Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Liò, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Veličković, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi

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Mapping the Multiverse of Latent Representations

Feb 02, 2024
Jeremy Wayland, Corinna Coupette, Bastian Rieck

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Simplicial Representation Learning with Neural $k$-forms

Dec 13, 2023
Kelly Maggs, Celia Hacker, Bastian Rieck

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Metric Space Magnitude for Evaluating Unsupervised Representation Learning

Nov 27, 2023
Katharina Limbeck, Rayna Andreeva, Rik Sarkar, Bastian Rieck

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Differentiable Euler Characteristic Transforms for Shape Classification

Oct 11, 2023
Ernst Roell, Bastian Rieck

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Filtration Surfaces for Dynamic Graph Classification

Sep 07, 2023
Franz Srambical, Bastian Rieck

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Topologically-Regularized Multiple Instance Learning for Red Blood Cell Disease Classification

Jul 26, 2023
Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Carsten Marr, Bastian Rieck

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Evaluating the "Learning on Graphs" Conference Experience

Jun 01, 2023
Bastian Rieck, Corinna Coupette

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MAGNet: Motif-Agnostic Generation of Molecules from Shapes

May 30, 2023
Leon Hetzel, Johanna Sommer, Bastian Rieck, Fabian Theis, Stephan Günnemann

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