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Thomas Gebhart

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

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Sep 08, 2024
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Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference

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Sep 07, 2023
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Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel

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Aug 19, 2022
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Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding

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Oct 07, 2021
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A Unified Paths Perspective for Pruning at Initialization

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Jan 26, 2021
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Sheaf Neural Networks

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Dec 08, 2020
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Path homologies of deep feedforward networks

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Oct 16, 2019
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Adversarial Examples Target Topological Holes in Deep Networks

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Jan 28, 2019
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Adversary Detection in Neural Networks via Persistent Homology

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Nov 28, 2017
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