Sebastian Weichwald

Sebastian Weichwald

Tenure track adjunkt, Tenure Track Adjunkt

Medlem af:

    ORCID: 0000-0003-0169-7244

    Udgivelsesår:
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    1 - 4 ud af 4Pr. side: 10
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    1. 2022
    2. Udgivet

      Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning

      Weichwald, Sebastian, Wengel Mogensen, S., Lee, T. E., Baumann, D., Kroemer, O., Guyon, I., Trimpe, S., Peters, J. M. & Pfister, Niklas Andreas, 2022, Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track. PMLR, s. 246-258 (Proceedings of Machine Learning Research, Bind 176).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    3. 2021
    4. Udgivet

      Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game

      Reisach, A. G., Seiler, C. & Weichwald, Sebastian, 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, s. 1-13

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    5. Udgivet

      Compositional Abstraction Error and a Category of Causal Models

      Rischel, E. F. & Weichwald, Sebastian, 2021, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence,. PMLR, s. 1013-1023 (Proceedings of Machine Learning Research, Bind 161).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    6. 2020
    7. Udgivet

      Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values

      Weichwald, Sebastian, Emil Jakobsen, M., Mogensen, Phillip Bredahl, Petersen, L., Thams, Nikolaj Theodor Birkmose & Varando, G., 2020, Proceedings of the NeurIPS 2019 Competition and Demonstration Track. PMLR, s. 27-36 (Proceedings of Machine Learning Research, Bind 123).

      Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

    ID: 226564798