A Causal Framework for Distribution Generalization. - Rune Christiansen; Niklas Pfister; Martin Emil Jakobsen; Nicola Gnecco; Jonas Peters (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Boosted Control Functions. - Nicola Gnecco; Jonas Peters; Sebastian Engelke; Niklas Pfister (CoRR, 2023)

Achievable distributional robustness when the robust risk is only partially identified. - Julia Kostin; Nicola Gnecco; Fanny Yang (NeurIPS, 2024)