Englisch

März, Lars Steffen (2024)
Robust Optimization for Adversarial Deep Learning.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00026745
Masterarbeit, Erstveröffentlichung, Verlagsversion

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

Stelzner, Karl (2023)
Elements of Unsupervised Scene Understanding: Objectives, Structures, and Modalities.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00026355
Dissertation, Erstveröffentlichung, Verlagsversion

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

Schramowski, Patrick (2023)
Self-Supervised Learning of Machine Ethics.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00023090
Dissertation, Erstveröffentlichung, Verlagsversion

Baskan, Denis E. ; Meyer, Daniel ; Mieck, Sebastian ; Faubel, Leonhard ; Klöpper, Benjamin ; Strem, Nika ; Wagner, Johannes A. ; Koltermann, Jan J. (2023)
A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension.
In: Algorithms, 16 (4)
doi: 10.3390/a16040177
Artikel, Bibliographie

Teso, Stefano ; Alkan, Öznur ; Stammer, Wolfgang ; Daly, Elizabeth (2023)
Leveraging explanations in interactive machine learning: An overview.
In: Frontiers in Artificial Intelligence, 6
doi: 10.3389/frai.2023.1066049
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

Joppen, Tobias (2022)
An Ordinal Agent Framework.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019749
Dissertation, Erstveröffentlichung, Verlagsversion

Shao, Xiaoting (2022)
Explaining and Interactively Debugging Deep Models.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021868
Dissertation, Erstveröffentlichung, Verlagsversion

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

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

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

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

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

Thürck, Daniel (2021)
Irregularity mitigation and portability abstractions for accelerated sparse matrix factorization.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00017951
Dissertation, Erstveröffentlichung, Verlagsversion

Molina Ramirez, Alejandro (2021)
Deep Networks That Know When They Don't Know.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00018525
Dissertation, Erstveröffentlichung, Verlagsversion

Tauchmann, Christopher (2021)
Advanced Corpus Annotation Strategies for NLP. Applications in Automatic Summarization and Text Classification.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00017576
Dissertation, Erstveröffentlichung, Verlagsversion

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

Tauchmann, Christopher ; Mieskes, Margot (2020)
Language Agnostic Automatic Summarization Evaluation.
Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC).
Konferenzveröffentlichung, 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

Gomez Gonzalez, Sebastian (2020)
Real Time Probabilistic Models for Robot Trajectories.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00011492
Dissertation, Erstveröffentlichung

Tauchmann, Christopher ; Daxenberger, Johannes ; Mieskes, Margot (2020)
The Influence of Input Data Complexity on Crowdsourcing Quality.
IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. Cagliari, Italy (17.03.2020-20.03.2020)
doi: 10.1145/3379336.3381499
Konferenzveröffentlichung, Bibliographie

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