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Nina Miolane

ASCLEPIOS

Ordered Topological Deep Learning: a Network Modeling Case Study

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Mar 20, 2025
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From superposition to sparse codes: interpretable representations in neural networks

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Mar 03, 2025
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When Machine Learning Gets Personal: Understanding Fairness of Personalized Models

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Feb 05, 2025
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TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks

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Oct 09, 2024
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ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

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Sep 08, 2024
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

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Jul 12, 2024
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The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks

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Jul 10, 2024
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TopoBenchmarkX: A Framework for Benchmarking Topological Deep Learning

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Jun 09, 2024
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Attending to Topological Spaces: The Cellular Transformer

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May 23, 2024
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Position Paper: Challenges and Opportunities in Topological Deep Learning

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Feb 14, 2024
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