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  1. Zhongjie Yu; Fabrizio Ventola; Kristian Kersting

    Whittle Networks: A Deep Likelihood Model for Time Series

    In: Marina Meila; Tong Zhang (Hrsg.). Proceedings of the 38th International Conference on Machine Learning. International Conference on Machine …

  2. Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations

    In: IEEE Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2021), June …

  3. Moritz Willig; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    The Causal Loss: Driving Correlation to Imply Causation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12066, Pages 0-10, arXiv, 2021.

  4. Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    On the Tractability of Neural Causal Inference

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12052, Pages 0-10, arXiv, 2021.

  5. Xiaoting Shao; Arseny Skryagin; Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

    Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions

    In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI Conference on Artificial Intelligence (AAAI-2021), Pages 9533-9540, AAAI …

  6. Sophie Burkhardt; Jannis Brugger; Nicolas Wagner; Zahra Ahmadi; Kristian Kersting; Stefan Kramer

    Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

    In: Frontiers in Artificial Intelligence, Vol. 4, Pages 0-10, Frontiers, 2021.

  7. Julian Schuir; René Brinkhege; Eduard Anton; Thuy Duong Oesterreich; Pascal Meier; Frank Teuteberg

    Augmenting Humans in the Loop: Towards an Augmented Reality Object Labeling Application for Crowdsourcing Communities

    In: F. Ahlemann; R. Schütte; S. Stieglitz (Hrsg.). Innovation Through Information Systems. WI 2021. Lecture Notes in Information Systems and …

  8. Eduard Anton; Thuy Duong Oesterreich; Frank Teuteberg

    Understanding the Operational Value of Big Data Analytics Capabilities for Firm Performance : A Meta-Analytic Structural Equation Modeling Approach

    In: Forty-Second International Conference on Information Systems (ICIS). International Conference on Information Systems (ICIS), Austin, USA, …

  9. Thuy Duong Oesterreich; Eduard Anton; Feipeng Xu

    Augmenting the Future: An Exploratory Analysis of the Main Resources, Use Cases, and Implications of Augmented Analytics

    In: Twenty-Ninth European Conference on Information Systems (ECIS). European Conference on Information Systems (ECIS), A Virtual AIS Conference, …

  10. Eduard Anton; Thuy Duong Oesterreich; Julian Schuir; Leslie Protz; Frank Teuteberg

    A Business Model Taxonomy for Start-Ups in the Electric Power Industry — The Electrifying Effect of Artificial Intelligence on Business Model Innovation

    In: International Journal of Innovation and Technology Management, Vol. 18, No. 03, Page 2150004, World Scientific Publishing Co Pte Ltd, 5/2021.