Publications

Tobias Freidling, Qingyuan Zhao (2024). Optimization-based Sensitivity Analysis for Unmeasured Confounding using Partial Correlations.

David Strieder, Tobias Freidling, Stefan Haffner, Mathias Drton (2021). Confidence in Causal Discovery with Linear Causal Models. UAI 2021.

Tobias Freidling (2021). CMI - First Year Report.

Valeria Ambrosio, Bjarne Bergh, Tobias Freidling, Lauritz Streck, Marcello Carioni, Carola-Bibiane Schönlieb (2021). Sample Complexity for Regularized Optimal Transport. CMI Applied and Computational Analysis Core Course.

Tobias Freidling (2021). Bayesian Optimal Experimental Design of Clinical Studies. Industry Project at Unilever.

Tobias Freidling, Benjamin Poignard, Héctor Climente-González, Benjamin Poignard (2020). Post-selection Inference with HSIC-Lasso. ICML 2021.

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Tobias Freidling (2020). Model Uncertainty in Statistical Inference. Master Thesis.

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