Thomas Gebhart

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Intelligence Community

Theoretic Framework

Graph Embedding

Top Venues

Publications

Thomas Gebhart, John Cobb
Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference. CoRR (2023)
Thomas Gebhart, Russell J. Funk
A Mathematical Framework for Citation Disruption. CoRR (2023)
Thomas Gebhart, Jakob Hansen, Paul Schrater
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding. AISTATS (2023)
Thomas Gebhart
Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel. CoRR (2022)
Thomas Gebhart
Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel. TAG-ML (2022)
Thomas Gebhart, Xiaojun Fu, Russell J. Funk
Go with the Flow? A Large-Scale Analysis of Health Care Delivery Networks in the United States Using Hodge Theory. CoRR (2021)
Thomas Gebhart, Jakob Hansen, Paul Schrater
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding. CoRR (2021)
Thomas Gebhart, Xiaojun Fu, Russell J. Funk
Go with the Flow? A Large-Scale Analysis of Health Care Delivery Networks in the United States Using Hodge Theory. IEEE BigData (2021)
Thomas Gebhart, Udit Saxena, Paul Schrater
A Unified Paths Perspective for Pruning at Initialization. CoRR (2021)
Thomas Gebhart, Russell J. Funk
The Emergence of Higher-Order Structure in Scientific and Technological Knowledge Networks. CoRR (2020)
Jakob Hansen, Thomas Gebhart
Sheaf Neural Networks. CoRR (2020)
Thomas Gebhart, Paul Schrater
Adversarial Examples Target Topological Holes in Deep Networks. CoRR (2019)
Samir Chowdhury, Thomas Gebhart, Steve Huntsman, Matvey Yutin
Path homologies of deep feedforward networks. CoRR (2019)
Thomas Gebhart, Paul Schrater, Alan Hylton
Characterizing the Shape of Activation Space in Deep Neural Networks. ICMLA (2019)
Samir Chowdhury, Thomas Gebhart, Steve Huntsman, Matvey Yutin
Path Homologies of Deep Feedforward Networks. ICMLA (2019)
Thomas Gebhart, Paul Schrater
Adversary Detection in Neural Networks via Persistent Homology. CoRR (2017)