Informatics 24 - Assistant Professorship of Ethics in Systems Design and Machine Learning

  • 4 Conference contribution
  • 3 Paper
  • 3 Conference article
  • 2 Article
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  • 2022

    Multi-disciplinary fairness considerations in machine learning for clinical trials

    Chien, I., Deliu, N., Turner, R., Weller, A., Villar, S. & Kilbertus, N., 21 Jun 2022, Proceedings of 2022 5th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2022. Association for Computing Machinery, p. 906-924 19 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution

    Hetzel, L., Böhm, S., Kilbertus, N., Günnemann, S., Lotfollahi, M. & Theis, F., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Sparsity in Continuous-Depth Neural Networks

    Aliee, H., Richter, T., Solonin, M., Ibarra, I., Theis, F. & Kilbertus, N., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2021

    On component interactions in two-stage recommender systems

    Hron, J., Krauth, K., Jordan, M. I. & Kilbertus, N., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 2744-2757 14 p. (Advances in Neural Information Processing Systems; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Scopus citations