Research output per year
Research output per year
Personal profile
About
Dr. Laurent's interests are in applied mathematics, partial differential equations, machine learning, and data analysis. He received his Ph.D. from Duke University in 2006, and his B.S. from Universite Paris 7, France, in 2000. He joined the LMU faculty in 2013.
Disciplines
- Mathematics
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Advancing Graph Convolutional Networks via General Spectral Wavelets
Liu, N., He, X., Laurent, T., Giovanni, F. D., Bronstein, M. M. & Bresson, X., May 22 2024.Research output: Working paper › Preprint
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Alternating between Surrogate Model Construction and Search for Configurations of an Autonomous Delivery System
Sun, C. H., Laurent, T., Arcaini, P. & Ishikawa, F., 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024. Institute of Electrical and Electronics Engineers Inc., p. 383-394 12 p. (Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Laurent, T., von Brecht, J. H. & Bresson, X., 2024.Research output: Contribution to conference › Paper › peer-review
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Federated Repair of Deep Neural Networks
Li Calsi, D., Laurent, T., Arcaini, P. & Ishikawa, F., Jul 2024, Proceedings - 2024 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2024. Association for Computing Machinery, Inc, p. 17-24 8 p. (Proceedings - 2024 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
He, X., Tian, Y., Sun, Y., Chawla, N. V., Laurent, T., LeCun, Y., Bresson, X. & Hooi, B., May 27 2024.Research output: Working paper › Preprint