Mathias Niepert

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Citations	4223	3041
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Colin AllenUniversity of PittsburghVerified email at pitt.edu
Carolin LawrenceNEC Laboratories EuropeVerified email at neclab.eu
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
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Michael StrubeHeidelberg Institute for Theoretical Studies gGmbHVerified email at h-its.org
David S. RosenblumGeorge Mason UniversityVerified email at alumni.stanford.edu
Goran GlavašAssistant Professor, University of MannheimVerified email at informatik.uni-mannheim.de
Pasquale MinerviniUniversity College LondonVerified email at cs.ucl.ac.uk
Gérard KrauseHead of Epidemiology Dept., Helmholtz Centre for Infection Research, Braunschweig, GermanyVerified email at helmholtz-hzi.de
Jens LehmannProfessor of Computer Science at the University of Bonn & Fraunhofer IAISVerified email at cs.uni-bonn.de
Jeffrey A. BilmesProfessor of Electrical Engineering and Computer Science, University of Washington SeattleVerified email at uw.edu
Pierre OlivierUniversity of Manchester, Department of Computer ScienceVerified email at manchester.ac.uk
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
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Thomas DietterichDistinguished Professor (Emeritus), Computer Science, Oregon State UniversityVerified email at cs.orst.edu
Henry KautzProfessor of Computer Science, University of RochesterVerified email at cs.rochester.edu
Carlos GuestrinProfessor, Stanford UniversityVerified email at stanford.edu

Mathias Niepert

University of Stuttgart & NEC Labs Europe

Verified email at simtech.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	1621	2016
Statistical schema induction J Völker, M Niepert The Semantic Web: Research and Applications, 124-138, 2011	243	2011
Fine-Grained Sentiment Analysis with Structural Features C Zirn, M Niepert, H Stuckenschmidt, M Strube International Joint Conference on Natural Language Processing, 2011	163	2011
Learning discrete structures for graph neural networks L Franceschi, M Niepert, M Pontil, X He International conference on machine learning, 1972-1982, 2019	142	2019
Learning graph representations with embedding propagation A Garcia Duran, M Niepert Advances in neural information processing systems 30, 5119-5130, 2017	126	2017
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models J Noessner, M Niepert, H Stuckenschmidt Conference on Artificial Intelligence (AAAI), 2013	115	2013
Recognizing interleaved and concurrent activities: A statistical-relational approach R Helaoui, M Niepert, H Stuckenschmidt Pervasive Computing and Communications (PerCom), 2011 IEEE International …, 2011	106	2011
Leveraging terminological structure for object reconciliation J Noessner, M Niepert, C Meilicke, H Stuckenschmidt The Semantic Web: Research and Applications, 334-348, 2010	104	2010
Learning sequence encoders for temporal knowledge graph completion A García-Durán, S Dumančić, M Niepert arXiv preprint arXiv:1809.03202, 2018	103	2018
A probabilistic-logical framework for ontology matching M Niepert, C Meilicke, H Stuckenschmidt Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010	103	2010
Probabilistic Optimization of Semantic Process Model Matching H Leopold, M Niepert, M Weidlich, J Mendling, R Dijkman, ...	95	2012
Log-linear description logics M Niepert, J Noessner, H Stuckenschmidt Proceedings of IJCAI, 2011	80	2011
Markov Chains on Orbits of Permutation Groups M Niepert Conference on Uncertainty in Artificial Intelligence, 2012	71	2012
Tractability through exchangeability: A new perspective on efficient probabilistic inference M Niepert, G Van den Broeck Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014	70	2014
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	62*	2007
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	59	2017
Crowdsourcing the assembly of concept hierarchies K Eckert, M Niepert, C Niemann, C Buckner, C Allen, H Stuckenschmidt Proceedings of the 10th annual joint conference on Digital libraries, 139-148, 2010	54	2010
Codi: Combinatorial optimization for data integration J Noessner, M Niepert Ontology Matching, 142, 2010	52	2010
From encyclopedia to ontology: Toward dynamic representation of the discipline of philosophy C Buckner, M Niepert, C Allen Synthese, 1-29, 2010	47	2010
A statistical-relational activity recognition framework for ambient assisted living systems R Helaoui, M Niepert, H Stuckenschmidt Ambient Intelligence and Future Trends-International Symposium on Ambient …, 2010	46*	2010

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