Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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The Structure of Breakthroughs Past and Future: A Topological Approach to Scientific and Technological Progress
Funk, R. (PI) & Gebhart, T. A. (Co-Principal Investigator)
1/1/25 → 12/31/27
Project: Research project
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Disentangling signal and noise in neural responses through generative modeling
Kay, K., Prince, J. S., Gebhart, T., Tuckute, G., Zhou, J., Naselaris, T. & Schütt, H. H., Jul 2025, In: PLoS computational biology. 21, 7, e1012092.Research output: Contribution to journal › Article › peer-review
Open Access -
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Bernárdez, G., Telyatnikov, L., Montagna, M., Baccini, F., Papillon, M., Ferriol-Galmés, M., Hajij, M., Papamarkou, T., Bucarelli, M. S., Zaghen, O., Mathe, J., Myers, A., Mahan, S., Lillemark, H., Vadgama, S., Bekkers, E., Doster, T., Emerson, T., Kvinge, H. & Agate, K. & 53 others, , 2024, In: Proceedings of Machine Learning Research. 251, p. 420-428 9 p.Research output: Contribution to journal › Conference article › peer-review
2 Link opens in a new tab Scopus citations -
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding
Gebhart, T., Hansen, J. & Schrater, P., 2023, In: Proceedings of Machine Learning Research. 206, p. 9094-9116 23 p.Research output: Contribution to journal › Conference article › peer-review
4 Link opens in a new tab Scopus citations -
THE EMERGENCE OF HIGHER-ORDER STRUCTURE IN SCIENTIFIC AND TECHNOLOGICAL KNOWLEDGE NETWORKS
Gebhart, T. & Funk, R., 2023, In: Academy of Management Annual Meeting Proceedings. 2023, 1Research output: Contribution to journal › Conference article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
GRAPH CONVOLUTIONAL NETWORKS FROM THE PERSPECTIVE OF SHEAVES AND THE NEURAL TANGENT KERNEL
Gebhart, T., 2022, In: Proceedings of Machine Learning Research. 196, p. 124-132 9 p.Research output: Contribution to journal › Conference article › peer-review
2 Link opens in a new tab Scopus citations