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Group by: No Grouping | Item Type | Date | Language
Number of items: 23.

Solans, David ; Tauchmann, Christopher ; Kappler, Karolin Eva ; Castillo, Carlos ; Huber, Hans-Hendrik ; Farrell, Aideen ; Kersting, Kristian (2021):
Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention.
15th International AAAI Conference on Web and Social Media (ICWSM 2021), [Conference or Workshop Item]

Fernández, Mauricio ; Jamshidian, Mostafa ; Böhlke, Thomas ; Kersting, Kristian ; Weeger, Oliver (2021):
Anisotropic hyperelastic constitutive models for finite deformations combining material theory and data-driven approaches with application to cubic lattice metamaterials.
In: Computational Mechanics, 67 (2), pp. 653-677. Springer, ISSN 1432-0924,
DOI: 10.1007/s00466-020-01954-7,
[Article]

Schramowski, Patrick ; Turan, Cigdem ; Jentzsch, Sophie ; Rothkopf, Constantin ; Kersting, Kristian (2021):
The Moral Choice Machine. (Publisher's Version)
In: Frontiers in Artificial Intelligence, 3, Frontiers, e-ISSN 2624-8212,
DOI: 10.26083/tuprints-00019231,
[Article]

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020):
CryptoSPN: Expanding PPML beyond Neural Networks.
ACM, Privacy Preserving Machine Learning in Practice (PPMLP'20) – CCS 2020 Workshop, virtual Conference, 09.-13.11.20202, ISBN 978-1-4503-8088-1,
[Conference or Workshop Item]

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020):
CryptoSPN: Expanding PPML beyond Neural Networks (Contributed Talk).
The 2nd Privacy-Preserving Machine Learning Workshop, virtual Conference, 16.08.2020, [Conference or Workshop Item]

Schramowski, Patrick ; TURAN, Cigdem ; Jentzsch, Sophie ; Rothkopf, Constantin ; Kersting, Kristian (2020):
The Moral Choice Machine.
In: Frontiers in Artificial Intelligence, 3, Frontiers Media, ISSN 2624-8212,
DOI: 10.3389/frai.2020.00036,
[Article]

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020):
DeepDB: Learn from Data, not from Queries!
13, pp. 992-1005, Proceedings of the VLDB Endowment, DOI: 10.14778/3384345.3384349,
[Conference or Workshop Item]

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020):
CryptoSPN: Privacy-preserving Sum-Product Network Inference.
24th European Conference on Artificial Intelligence (ECAI'20), Santiago de Compostela, 8.-12. June 2020, [Conference or Workshop Item]

Lioutikov, Rudolf ; Maeda, Guilherme ; Veiga, Filipe ; Kersting, Kristian ; Peters, Jan (2020):
Learning Attribute Grammars for Movement Primitive Sequencing.
In: International Journal of Robotics Research (IJRR), 39 (1), DOI: 10.1177/0278364919868279,
[Article]

Czech, Johannes ; Willig, Moritz ; Beyer, Alena ; Kersting, Kristian ; Fürnkranz, Johannes (2020):
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.
In: Frontiers in Artificial Intelligence, 3, Frontiers, ISSN 2624-8212,
DOI: 10.25534/tuprints-00013370,
[Article]

Galassi, Andrea ; Kersting, Kristian ; Lippi, Marco ; Shao, Xiaoting ; Torroni, Paolo (2020):
Neural-Symbolic Argumentation Mining : An Argument in Favor of Deep Learning and Reasoning.
In: Frontiers in Big Data, 52 (2), DOI: 10.3389/fdata.2019.00052,
[Article]

Kossen, Jannik ; Stelzner, Karl ; Hussing, Marcel ; Voelcker, Claas ; Kersting, Kristian (2020):
Structured Object-Aware Physics Prediction for Video Modeling and Planning.
In: Proceedings of the International Conference on Learning Reresentations (ICLR),
., [Conference or Workshop Item]

Weber, Lukas ; Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Kersting, Kristian ; Koch, Andreas (2019):
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs.
International Conference on Field-Programmable Technology (FPT), Tianjin, China, 09.-13. Dec., [Conference or Workshop Item]

Kulessa, Moritz ; Hilprecht, Benjamin ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2019):
Towards Model-based Approximate Query Processing.
1st International Workshop on Applied AI for Database Systems and Applications (AIDB’19), Los Angeles, USA, 26. August 2019, [Conference or Workshop Item]

André, Elisabeth ; Bayer, Sarah ; Benke, Ivo ; Benlian, Alexander ; Cummins, Nicholas ; Gimpel, Henner ; Hinz, Oliver ; Kersting, Kristian ; Maedche, Alexander ; Mühlhäuser, Max ; Riemann, Jan ; Schuller, Bjoern W. ; Weber, Klaus (2019):
Humane Anthropomorphic Agents: The Quest for the Outcome Measure.
AIS SIGPrag, [Conference or Workshop Item]

Jentzsch, Sophie ; Schramowski, Patrick ; Rothkopf, Constantin ; Kersting, Kristian (2019):
Semantics Derived Automatically from Language Corpora Contain Human-like Moral Choices.
Honolulu, HI, USA, [Conference or Workshop Item]

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (ed.) (2018):
Interactive Data Analytics for the Humanities.
In: Lecture Notes in Computer Science, 10761, In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference, pp. 527-549, Berlin/Heidelberg, Springer, ISBN 978-3-319-77112-0,
DOI: 10.1007/978-3-319-77113-7_41,
[Book Section]

Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Binnig, Carsten ; Kersting, Kristian ; Koch, Andreas (2018):
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-based Accelerators.
36th International Conference on Computer Design (ICCD), Orlando, USA, 07.-10. Oct., 2018, DOI: 10.1109/ICCD.2018.00060,
[Conference or Workshop Item]


Rothkopf, Constantin A ; Balfanz, Dirk ; Galuske, Ralf A. W. ; Jäkel, Frank ; Kersting, Kristian ; Macke, J. ; Mohler, B. (eds.) (2018):
Computational Approaches to Cognitive Science.
In: Abstract Proceedings of the 14th Biannual Conference of the German Society for Cognitive Science,
o.A., [Conference or Workshop Item]

Binnig, Carsten ; Kersting, Kristian ; Molina, Alejandro ; Zgraggen, Emanuel (2018):
DeepVizdom: Deep Interactive Data Exploration.
[Article]

Gurevych, Iryna ; Meyer, Christian M ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (ed.) (2017):
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing, pp. 527-549,
Budapest, Hungary, Springer International Publishing, International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017, Budapest, Hungary, 17-23 April, 2017, ISBN 978-3-319-77113-7,
[Conference or Workshop Item]

Kersting, Kristian ; Mladenov, M. ; Tokmakov, P. (2017):
Relational Linear Programming.
In: Artificial Intelligence Journal (AIJ), 244, pp. 188-216. [Article]

De Raedt, Luc ; Kersting, Kristian ; Natarajan, Sriraam ; Poole, David (2016):
Statistical Relational Artificial Intelligence: Logic, Probability and Computation.
In: Synthesis Lectures on Artificial Intelligence and Machine Learning, San Rafael, California, USA, Morgan and Claypoo Publishers, ISBN 9781627058414,
[Book]

This list was generated on Tue Oct 26 03:19:01 2021 CEST.