Mathias Niepert
Mathias Niepert
University of Stuttgart & NEC Labs Europe
Verified email at - Homepage
Cited by
Cited by
Learning convolutional neural networks for graphs
M Niepert, M Ahmed, K Kutzkov
International conference on machine learning, 2014-2023, 2016
Learning sequence encoders for temporal knowledge graph completion
A García-Durán, S Dumančić, M Niepert
arXiv preprint arXiv:1809.03202, 2018
Learning discrete structures for graph neural networks
L Franceschi, M Niepert, M Pontil, X He
International conference on machine learning, 1972-1982, 2019
Statistical schema induction
J Völker, M Niepert
The Semantic Web: Research and Applications, 124-138, 2011
MMKG: multi-modal knowledge graphs
Y Liu, H Li, A Garcia-Duran, M Niepert, D Onoro-Rubio, DS Rosenblum
The Semantic Web: 16th International Conference, ESWC 2019, Portorož …, 2019
Learning graph representations with embedding propagation
A Garcia Duran, M Niepert
Advances in neural information processing systems 30, 2017
Fine-Grained Sentiment Analysis with Structural Features
C Zirn, M Niepert, H Stuckenschmidt, M Strube
International Joint Conference on Natural Language Processing, 2011
Pdebench: An extensive benchmark for scientific machine learning
M Takamoto, T Praditia, R Leiteritz, D MacKinlay, F Alesiani, D Pflüger, ...
Advances in Neural Information Processing Systems 35, 1596-1611, 2022
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models
J Noessner, M Niepert, H Stuckenschmidt
Conference on Artificial Intelligence (AAAI), 2013
Kblrn: End-to-end learning of knowledge base representations with latent, relational, and numerical features
A García-Durán, M Niepert
arXiv preprint arXiv:1709.04676, 2017
A probabilistic-logical framework for ontology matching
M Niepert, C Meilicke, H Stuckenschmidt
Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010
Leveraging terminological structure for object reconciliation
J Noessner, M Niepert, C Meilicke, H Stuckenschmidt
The Semantic Web: Research and Applications, 334-348, 2010
Recognizing interleaved and concurrent activities: A statistical-relational approach
R Helaoui, M Niepert, H Stuckenschmidt
Pervasive Computing and Communications (PerCom), 2011 IEEE International …, 2011
Probabilistic Optimization of Semantic Process Model Matching
H Leopold, M Niepert, M Weidlich, J Mendling, R Dijkman, ...
Tractability through exchangeability: A new perspective on efficient probabilistic inference
M Niepert, G Van den Broeck
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
Log-linear description logics
M Niepert, J Noessner, H Stuckenschmidt
Proceedings of IJCAI, 2011
Implicit MLE: backpropagating through discrete exponential family distributions
M Niepert, P Minervini, L Franceschi
Advances in Neural Information Processing Systems 34, 14567-14579, 2021
Recsys-dan: Discriminative adversarial networks for cross-domain recommender systems
C Wang, M Niepert, H Li
IEEE transactions on neural networks and learning systems, 2020
Markov Chains on Orbits of Permutation Groups
M Niepert
Conference on Uncertainty in Artificial Intelligence, 2012
A dynamic ontology for a dynamic reference work
M Niepert, C Buckner, C Allen
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries …, 2007
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