Mathias Niepert

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	All	Since 2018
Citations	6331	4872
h-index	33	26
i10-index	67	55

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Colin AllenUniversity of California, Santa BarbaraVerified email at ucsb.edu
Guy Van den BroeckAssociate Professor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonVerified email at iit.it
Pasquale MinerviniUniversity of Edinburgh, University College London, ELLISVerified email at ed.ac.uk
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Christopher MorrisRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Michael StrubeHeidelberg Institute for Theoretical Studies gGmbHVerified email at h-its.org
Goran GlavašProfessor of Computer Science (Chair for Natural Language Processing), University of WürzburgVerified email at uni-wuerzburg.de
Pengtao XieAssistant Professor, UC San Diego; Adjunct Faculty, MBZUAIVerified email at eng.ucsd.edu
Nhat HoProfessor at University of Texas, AustinVerified email at utexas.edu
Federico ErricaResearch Scientist, NEC Laboratories EuropeVerified email at neclab.eu
Andrei ManolachePhD Student, University of Stuttgart; BitdefenderVerified email at ki.uni-stuttgart.de
Vinh TongPhD Student at Machine Learning & Simulation Lab, University of StuttgartVerified email at ipvs.uni-stuttgart.de
Jens LehmannPrincipal Scientist at Amazon Inc., Honorary Professor at TU DresdenVerified email at amazon.com
Hongyu RenOpenAIVerified email at openai.com
Max BerrendorfDeepLVerified email at deepl.com
Jeffrey A. BilmesProfessor of Electrical Engineering and Computer Science, University of Washington SeattleVerified email at uw.edu
Sameer SinghAssociate Professor, University of California IrvineVerified email at uci.edu
Joshua B. TenenbaumMITVerified email at mit.edu
Daniel LowdAssociate Professor of Computer Science, University of OregonVerified email at cs.uoregon.edu

Mathias Niepert

University of Stuttgart & NEC Labs Europe

Verified email at ki.uni-stuttgart.de - Homepage

Machine learning


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Learning convolutional neural networks for graphs M Niepert, M Ahmed, K Kutzkov International conference on machine learning, 2014-2023, 2016	2396	2016
Learning discrete structures for graph neural networks L Franceschi, M Niepert, M Pontil, X He International conference on machine learning, 1972-1982, 2019	357	2019
Learning sequence encoders for temporal knowledge graph completion A García-Durán, S Dumančić, M Niepert arXiv preprint arXiv:1809.03202, 2018	331	2018
Statistical schema induction J Völker, M Niepert The Semantic Web: Research and Applications, 124-138, 2011	254	2011
Learning graph representations with embedding propagation A Garcia Duran, M Niepert Advances in neural information processing systems 30, 2017	179	2017
Fine-Grained Sentiment Analysis with Structural Features C Zirn, M Niepert, H Stuckenschmidt, M Strube International Joint Conference on Natural Language Processing, 2011	178	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	144	2019
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models J Noessner, M Niepert, H Stuckenschmidt Conference on Artificial Intelligence (AAAI), 2013	120	2013
A probabilistic-logical framework for ontology matching M Niepert, C Meilicke, H Stuckenschmidt Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010	118	2010
Leveraging terminological structure for object reconciliation J Noessner, M Niepert, C Meilicke, H Stuckenschmidt The Semantic Web: Research and Applications, 334-348, 2010	111	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	108	2011
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	106	2017
Probabilistic Optimization of Semantic Process Model Matching H Leopold, M Niepert, M Weidlich, J Mendling, R Dijkman, ...	104	2012
Log-linear description logics M Niepert, J Noessner, H Stuckenschmidt Proceedings of IJCAI, 2011	84	2011
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	82	2014
Markov Chains on Orbits of Permutation Groups M Niepert Conference on Uncertainty in Artificial Intelligence, 2012	72	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	65*	2007
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	64	2022
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	63	2020
Implicit MLE: backpropagating through discrete exponential family distributions M Niepert, P Minervini, L Franceschi Advances in Neural Information Processing Systems 34, 14567-14579, 2021	55	2021

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