Thams, Nikolaj

5 publications

JMLR 2024 Identifying Causal Eﬀects Using Instrumental Time Series: Nuisance IV and Correcting for the past Nikolaj Thams, Rikke Søndergaard, Sebastian Weichwald, Jonas Peters

NeurIPS 2022 Evaluating Robustness to Dataset Shift via Parametric Robustness Sets Nikolaj Thams, Michael Oberst, David Sontag

ICMLW 2022 Evaluating Robustness to Dataset Shift via Parametric Robustness Sets Michael Oberst, Nikolaj Thams, David Sontag

ICML 2022 Invariant Ancestry Search Phillip B Mogensen, Nikolaj Thams, Jonas Peters

ICML 2021 Regularizing Towards Causal Invariance: Linear Models with Proxies Michael Oberst, Nikolaj Thams, Jonas Peters, David Sontag