Mathias Niepert
Affiliations:- University of Stuttgart, Germany
- NEC Laboratories Europe, Heidelberg, Germany
According to our database1,
Mathias Niepert
authored at least 109 papers
between 2007 and 2024.
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on matlog.net
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Bibliography
2024
2023
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching.
CoRR, 2023
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.
CoRR, 2023
Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks.
CoRR, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022
2021
Integrating diverse extraction pathways using iterative predictions for Multilingual Open Information Extraction.
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021
Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems.
IEEE Trans. Neural Networks Learn. Syst., 2020
Proceedings of the Advances in Information Retrieval, 2020
2019
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Semantic Web - 16th International Conference, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019
2018
BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism.
CoRR, 2018
KBlrn: End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 IEEE Data Science Workshop, 2018
Proceedings of the Data Integration in the Life Sciences - 13th International Conference, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Semantic Web, 2017
Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017
Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
On the completeness of the semigraphoid axioms for deriving arbitrary from saturated conditional independence statements.
Inf. Process. Lett., 2014
Proceedings of the 9th International Workshop on Ontology Matching collocated with the 13th International Semantic Web Conference (ISWC 2014), 2014
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Statistical Relational Artificial Intelligence, 2014
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Artif. Intell., 2013
Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013
Proceedings of the Reasoning Web. Semantic Technologies for Intelligent Data Access - 9th International Summer School 2013, Mannheim, Germany, July 30, 2013
Proceedings of the Web Reasoning and Rule Systems - 7th International Conference, 2013
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models.
Proceedings of the Statistical Relational Artificial Intelligence, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012
Proceedings of the Business Process Management - 10th International Conference, 2012
2011
From encyclopedia to ontology: toward dynamic representation of the discipline of philosophy.
Synth., 2011
Recognizing interleaved and concurrent activities using qualitative and quantitative temporal relationships.
Pervasive Mob. Comput., 2011
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011
Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2011), 2011
Proceedings of the Reasoning Web. Semantic Technologies for the Web of Data, 2011
Proceedings of the Web Reasoning and Rule Systems - 5th International Conference, 2011
Recognizing interleaved and concurrent activities: A statistical-relational approach.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
Proceedings of the Semantic Web: Research and Applications, 2011
2010
"Towards Collaboratively Learning and Populating Ontologies for the Social-Semantic Web" by Mathias Niepert, with Jessica Rubart as coordinator.
SIGWEB Newsl., 2010
Int. J. Approx. Reason., 2010
A Delayed Column Generation Strategy for Exact k-Bounded MAP Inference in Markov Logic Networks.
Proceedings of the UAI 2010, 2010
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010
Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010
Proceedings of the 2010 Joint International Conference on Digital Libraries, 2010
A Statistical-Relational Activity Recognition Framework for Ambient Assisted Living Systems.
Proceedings of the Ambient Intelligence and Future Trends, 2010
Proceedings of the Role of Digital Libraries in a Time of Global Change, 2010
Proceedings of the Semantic Web: Research and Applications, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
Bull. IEEE Tech. Comm. Digit. Libr., 2009
Logical Inference Algorithms and Matrix Representations for Probabilistic Conditional Independence.
Proceedings of the UAI 2009, 2009
2008
Proceedings of the UAI 2008, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
2007
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007