How robust is randomized blind deconvolution via nuclear norm minimization against adversarial noise? - Julia Kostin; Felix Krahmer; Dominik Stöger (CoRR, 2023)

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

Doubly robust identification of treatment effects from multiple environments. - Piersilvio De Bartolomeis; Julia Kostin; Javier Abad; Yixin Wang; Fanny Yang (ICLR, 2025)