Nikolaj Theodor Birkmose Thams

Nikolaj Theodor Birkmose Thams

Enrolled PhD student

ORCID: 0000-0003-3961-5101

Publication year:
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1 - 8 out of 8Page size: 50
  1. 2020
  2. Published

    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, p. 27-36 (Proceedings of Machine Learning Research, Vol. 123).

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

  3. 2021
  4. Published

    Regularizing towards Causal Invariance: Linear Models with Proxies

    Oberst, M., Thams, Nikolaj Theodor Birkmose, Peters, J. M. & Sontag, D., 2021, Proceedings of the 38th International Conference on Machine Learning (ICML). PMLR, p. 1-11 (Proceedings of Machine Learning Research, Vol. 139).

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

  5. 2022
  6. Published

    Causality and Distribution Shift

    Thams, Nikolaj Theodor Birkmose, 2022, 379 p.

    Research output: Book/Report › Ph.D. thesis › Research

  7. Published

    Evaluating Robustness to Dataset Shift via Parametric Robustness Sets

    Thams, Nikolaj Theodor Birkmose, Oberst, M. & Sontag, D., 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.). NeurIPS Proceedings, p. 1-45 (Advances in Neural Information Processing Systems, Vol. 35).

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

  8. 2023
  9. Published

    Invariant Policy Learning: A Causal Perspective

    Saengkyongam, S., Thams, Nikolaj Theodor Birkmose, Peters, J. & Pfister, Niklas Andreas, 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 7, p. 8606-8620 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  10. Published

    Statistical testing under distributional shifts

    Thams, Nikolaj Theodor Birkmose, Saengkyongam, S., Pfister, Niklas Andreas & Peters, J., 2023, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 85, 3, p. 597-663

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. 2024
  12. E-pub ahead of print

    Local Independence Testing for Point Processes

    Thams, Nikolaj Theodor Birkmose & Hansen, Niels Richard, 2024, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-12 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  13. E-pub ahead of print

    Family‐based preventive intervention for children of parents with severe mental illness: A randomized clinical trial

    Müller, A. D., Gjøde, I. C. T., Thams, Nikolaj Theodor Birkmose, Ingversen, S., Moszkowicz, M., Jepsen, J. R. M., Mikkelsen, L. J., Nielsen, Signe Sofie, Hemager, Nicoline, Nordentoft, Merete & Thorup, Anne, 9 Feb 2024, (E-pub ahead of print) In: JCPP Advances.

    Research output: Contribution to journal › Journal article › Research › peer-review

ID: 165238204