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Jahr: 2022
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  1. Mei Ling Fang; Devendra Singh Dhami; Kristian Kersting

    DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs

    In: Martin Michalowski; Syed Sibte Raza Abidi; Samina Abidi (Hrsg.). Artificial Intelligence in Medicine - 20th International Conference on Artificial …

  2. Lukas Struppek; Dominik Hintersdorf; Kristian Kersting

    The Biased Artist: Exploiting Cultural Biases via Homoglyphs in Text-Guided Image Generation Models

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.08891, Pages 0-10, arXiv, 2022.

  3. Dominik Hintersdorf; Lukas Struppek; Kristian Kersting

    CLIPping Privacy: Identity Inference Attacks on Multi-Modal Machine Learning Models

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2209.07341, Pages 0-10, arXiv, 2022.

  4. Frieder Uhlig; Lukas Struppek; Dominik Hintersdorf; Kristian Kersting

    Transformer-Boosted Anomaly Detection with Fuzzy Hashes

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2208.11367, Pages 0-10, arXiv, 2022.

  5. Manuel Brack; Patrick Schramowski; Björn Deiseroth; Kristian Kersting

    ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2208.08241, Pages 0-10, arXiv, 2022.

  6. Jonas Seng; Pooja Prasad; Devendra Singh Dhami; Kristian Kersting

    HANF: Hyperparameter And Neural Architecture Search in Federated Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.12342, Pages 0-10, arXiv, 2022.

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

    Can Foundation Models Talk Causality?

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.10591, Pages 0-10, arXiv, 2022.

  8. Florian Peter Busch; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami

    Attributions Beyond Neural Networks: The Linear Program Case

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.07203, Pages 0-10, arXiv, 2022.

  9. Salahedine Youssef; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    Towards a Solution to Bongard Problems: A Causal Approach

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.07196, Pages 0-10, arXiv, 2022.

  10. Jonas Seng; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2206.07195, Pages 0-10, arXiv, 2022.

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