Nikolaj Thams
Nikolaj Thams
PhD student
Verified email at - Homepage
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Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
S Weichwald, ME Jakobsen, PB Mogensen, L Petersen, N Thams, ...
NeurIPS 2019 Competition and Demonstration Track, 27-36, 2020
Statistical Testing under Distributional Shifts
N Thams, S Saengkyongam, N Pfister, J Peters
arXiv preprint arXiv:2105.10821, 2021
Invariant Policy Learning: A Causal Perspective
S Saengkyongam, N Thams, J Peters, N Pfister
arXiv preprint arXiv:2106.00808, 2021
Regularizing towards Causal Invariance: Linear Models with Proxies
M Oberst, N Thams, J Peters, D Sontag
arXiv preprint arXiv:2103.02477, 2021
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Articles 1–4