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Probabilistic Task-Adaptive Graph Rewiring

C. Qian, A. Manolache, K. Ahmed, Z. Zeng, G. den Broeck, M. Niepert, and C. Morris. ICML 2023 Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators, (2023)

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Univ. -Prof. Ph. D. Mathias Niepert University of Stuttgart

Univ. -Prof. Dr. Mathias Liewald University of Stuttgart

Mathias Weiser University of Stuttgart

Mathias Feinler University of Stuttgart

Mathias Jung University of Stuttgart

Other publications of authors with the same name

From encyclopedia to ontology: toward dynamic representation of the discipline of philosophy.C. Buckner, M. Niepert, and C. Allen. Synthese, 182 (2): 205-233 (2011)Markov Chains on Orbits of Permutation Groups.M. Niepert. CoRR, (2014)On embeddings as an alternative paradigm for relational learning.S. Dumancic, A. García-Durán, and M. Niepert. CoRR, (2018)BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism.N. Weber, F. Schmidt, M. Niepert, and F. Huici. CoRR, (2018)KBLRN : End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features.A. García-Durán, and M. Niepert. CoRR, (2017)Early Detection of Infection Chains & Outbreaks: Use Case Infection Control.A. Sargeant, T. von Landesberger, C. Baier, F. Bange, A. Dalpke, T. Eckmanns, S. Glöckner, M. Kaase, G. Krause, M. Marschollek and 5 other author(s). EFMI-STC, volume 258 of Studies in Health Technology and Informatics, page 245-246. IOS Press, (2019)CODI: Combinatorial Optimization for Data Integration: results for OAEI 2010.J. Noessner, and M. Niepert. OM, volume 689 of CEUR Workshop Proceedings, CEUR-WS.org, (2010)MMKG: Multi-modal Knowledge Graphs.Y. Liu, H. Li, A. García-Durán, M. Niepert, D. Oñoro-Rubio, and D. Rosenblum. ESWC, volume 11503 of Lecture Notes in Computer Science, page 459-474. Springer, (2019)Leveraging Terminological Structure for Object Reconciliation.J. Noessner, M. Niepert, C. Meilicke, and H. Stuckenschmidt. ESWC (2), volume 6089 of Lecture Notes in Computer Science, page 334-348. Springer, (2010)State-Regularized Recurrent Neural Networks.C. Wang, and M. Niepert. ICML, volume 97 of Proceedings of Machine Learning Research, page 6596-6606. PMLR, (2019)