Artikel

Ochs, Daniel ; Wiertz, Karsten ; Bußmann, Sebastian ; Kersting, Kristian ; Dhami, Devendra Singh (2024)
Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images.
In: Remote Sensing, 16 (2)
doi: 10.3390/rs16020266
Artikel, Bibliographie

Otto, Kevin Thomas Jordi ; Burgis, Simon ; Kersting, Kristian ; Bertrand, Reinhold ; Dhami, Devendra Singh (2024)
Machine learning meets Kepler: inverting Kepler's Equation for all vs all conjunction analysis.
In: Machine Learning: Science and Technology
doi: 10.1088/2632-2153/ad51cc
Artikel, Bibliographie

Yan, Siwen ; Odom, Phillip ; Pasunuri, Rahul ; Kersting, Kristian ; Natarajan, Sriraam (2023)
Learning with privileged and sensitive information: a gradient-boosting approach.
In: Frontiers in Artificial Intelligence, 6
doi: 10.3389/frai.2023.1260583
Artikel, Bibliographie

Blüml, Jannis ; Czech, Johannes ; Kersting, Kristian (2023)
AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong.
In: Frontiers in Artificial Intelligence, 6
doi: 10.3389/frai.2023.1014561
Artikel, Bibliographie

Wainakh, Aidmar ; Ventola, Fabrizio ; Müßig, Till ; Keim, Jens ; Carcia Cordero, Carlos ; Zimmer, Ephraim ; Grube, Tim ; Kersting, Kristian ; Mühlhäuser, Max (2022)
User-Level Label Leakage from Gradients in Federated Learning.
In: Proceedings on Privacy Enhancing Technologies (PoPETs), 2022 (2)
doi: 10.2478/popets-2022-0043
Artikel, Bibliographie

Kordjamshidi, Parisa ; Roth, Dan ; Kersting, Kristian (2022)
Declarative Learning-Based Programming as an Interface to AI Systems.
In: Frontiers in Artificial Intelligence, 5
doi: 10.3389/frai.2022.755361
Artikel, Bibliographie

Rawal, Niyati ; Koert, Dorothea ; Turan, Cigdem ; Kersting, Kristian ; Peters, Jan ; Stock-Homburg, Ruth (2022)
ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition.
In: Frontiers in Robotics and AI, 8
doi: 10.3389/frobt.2021.730317
Artikel, Bibliographie

Burkhardt, Sophie ; Brugger, Jannis ; Wagner, Nicolas ; Ahmadi, Zahra ; Kersting, Kristian ; Kramer, Stefan (2022)
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
In: Frontiers in Artificial Intelligence, 4
doi: 10.3389/frai.2021.642263
Artikel, Bibliographie

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)
doi: 10.1007/s00466-020-01954-7
Artikel, Bibliographie

Moreno, Plinio ; Bernardino, Alexandre ; Santos-Victor, José ; Ventura, Rodrigo ; Kersting, Kristian (2021)
Editorial: Robots that Learn and Reason: Towards Learning Logic Rules from Noisy Data.
In: Frontiers in Robotics and AI, 8
doi: 10.3389/frobt.2021.755933
Artikel, Bibliographie

Brugger, Anna ; Schramowski, Patrick ; Paulus, Stefan ; Steiner, Ulrike ; Kersting, Kristian ; Mahlein, Anne‐Katrin (2021)
Spectral signatures in the UV range can be combined with secondary plant metabolites by deep learning to characterize barley–powdery mildew interaction.
In: Plant Pathology, 70 (7)
doi: 10.1111/ppa.13411
Artikel, Bibliographie

Kersting, Kristian (2020)
Editorial: Rethinking Computer Science Through AI.
In: KI - Künstliche Intelligenz : German Journal of Artificial Intelligence, 34 (4)
doi: 10.1007/s13218-020-00692-5
Artikel, Bibliographie

Shao, Xiaoting ; Rienstra, Tjitze ; Thimm, Matthias ; Kersting, Kristian (2020)
Towards Understanding and Arguing with Classifiers: Recent Progress.
In: Datenbank-Spektrum : Zeitschrift für Datenbanktechnologien und Information Retrieval, 20 (2)
doi: 10.1007/s13222-020-00351-x
Artikel, Bibliographie

Schramowski, Patrick ; TURAN, Cigdem ; Jentzsch, Sophie ; Rothkopf, Constantin ; Kersting, Kristian (2020)
The Moral Choice Machine.
In: Frontiers in Artificial Intelligence, 3
doi: 10.3389/frai.2020.00036
Artikel, Bibliographie

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020)
DeepDB: Learn from Data, Not from Queries!
In: Proceedings of the VLDB Endowment, 13 (7)
doi: 10.14778/3384345.3384349
Artikel, Bibliographie

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, 2
doi: 10.3389/fdata.2019.00052
Artikel, Bibliographie

Lioutikov, Rudolf ; Maeda, Guilherme ; Veiga, Filipe ; Kersting, Kristian ; Peters, Jan (2020)
Learning attribute grammars for movement primitive sequencing.
In: The International Journal of Robotics Research, 39 (1)
doi: 10.1177/0278364919868279
Artikel, Bibliographie

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
Artikel, Bibliographie

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
Artikel, Bibliographie

Brugger, Anna ; Behmann, Jan ; Paulus, Stefan ; Luigs, Hans-Georg ; Kuska, Matheus Thomas ; Schramowski, Patrick ; Kersting, Kristian ; Steiner, Ulrike ; Mahlein, Anne-Katrin (2019)
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range.
In: Remote Sensing, 11 (12)
doi: 10.3390/rs11121401
Artikel, Bibliographie

Kersting, Kristian (2018)
Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines.
In: Frontiers in Big Data, 1
doi: 10.3389/fdata.2018.00006
Artikel, Bibliographie

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

Kersting, Kristian ; Mladenov, M. ; Tokmakov, P. (2017)
Relational Linear Programming.
In: Artificial Intelligence Journal (AIJ), 244
Artikel, Bibliographie

Buchkapitel

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2018)
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference
doi: 10.1007/978-3-319-77113-7_41
Buchkapitel, Bibliographie

Buch

Kersting, Kristian ; Lampert, Christoph H. ; Rothkopf, Constantin A. (2019)
Wie Maschinen lernen : Künstliche Intelligenz verständlich erklärt.
doi: 10.1007/978-3-658-26763-6
Buch, Bibliographie

De Raedt, Luc ; Kersting, Kristian ; Natarajan, Sriraam ; Poole, David (2016)
Statistical Relational Artificial Intelligence: Logic, Probability and Computation.
Buch, Bibliographie

Konferenzveröffentlichung

Moosavi, Nafise Sadat ; Delfosse, Quentin ; Kersting, Kristian ; Gurevych, Iryna (2022)
Adaptable Adapters.
2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Seattle, USA (10.07.2022-15.07.2022)
Konferenzveröffentlichung, Bibliographie

Solans, David ; Tauchmann, Christopher ; Farrell, Aideen ; Kappler, Karolin Eva ; Huber, Hans-Hendrik ; Castillo, Carlos ; 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). virtual Conference (07.06.2021-10.06.2021)
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Expanding PPML beyond Neural Networks.
2020 ACM SIGSAC Conference on Computer and Communications Security (CCS '20). virtual Conference (09.11.2020-13.11.2020)
doi: 10.1145/3411501.3419417
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Expanding PPML beyond Neural Networks.
2nd Privacy-Preserving Machine Learning Workshop at CRYPTO 2020. virtual Conference (16.08.2020-16.08.2020)
Konferenzveröffentlichung, Bibliographie

Treiber, Amos ; Molina, Alejandro ; Weinert, Christian ; Schneider, Thomas ; Kersting, Kristian (2020)
CryptoSPN: Privacy-preserving machine learning beyond neural networks.
7th Theory and Practice of Multi-Party Computation Workshop (TPMPC'20). virtual Conference (25.05.2020-04.06.2020)
doi: 10.48550/arXiv.2002.00801
Konferenzveröffentlichung, Bibliographie

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020)
DeepDB: Learn from Data, not from Queries!
46th International Conference on Very Large Data Bases. virtual Conference (31.08.2020-04.09.2020)
Konferenzveröffentlichung, Bibliographie

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 (08.06.2020-12.06.2020)
Konferenzveröffentlichung, Bibliographie

Turan, Cigdem ; Schramowski, Patrick ; Rothkopf, Constantin A. ; Kersting, Kristian (2020)
Alfie: An Interactive Robot with Moral Compass.
22nd ACM International Conference on Multimodal Interaction. Utrecht, the Netherlands (25.10.2020-29.10.2020)
doi: 10.1145/3382507.3421163
Konferenzveröffentlichung, Bibliographie

Kossen, Jannik ; Stelzner, Karl ; Hussing, Marcel ; Voelcker, Claas ; Kersting, Kristian (2020)
Structured Object-Aware Physics Prediction for Video Modeling and Planning.
Konferenzveröffentlichung, Bibliographie

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 (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

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 (26.08.2019-26.08.2019)
Konferenzveröffentlichung, Bibliographie

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.
International Conference on Information Systems (ICIS 2019). Munich, Germany (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Jentzsch, Sophie ; Schramowski, Patrick ; Rothkopf, Constantin ; Kersting, Kristian (2019)
Semantics Derived Automatically from Language Corpora Contain Human-like Moral Choices.
Konferenzveröffentlichung, Bibliographie

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 (07.10.2018-10.10.2018)
doi: 10.1109/ICCD.2018.00060
Konferenzveröffentlichung, Bibliographie

Hrsg.: Rothkopf, Constantin A. ; Balfanz, Dirk ; Galuske, Ralf A. W. ; Jäkel, Frank ; Kersting, Kristian ; Macke, J. ; Mohler, B. (2018)
Computational Approaches to Cognitive Science.
Konferenzveröffentlichung, Bibliographie

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Hrsg.: Gelbukh, Alexander (2017)
Interactive Data Analytics for the Humanities.
International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017. Budapest, Hungary (17.04.2017-23.04.2017)
Konferenzveröffentlichung, Bibliographie