Julius von Kügelgen

Complex interlinkages, key objectives, and nexuses among the Sustainable Development Goals and climate change: a network analysis

Felix Laumann, Julius von Kügelgen, Thiago Kanashiro Uehara et al. · The Lancet Planetary Health · 2022 · 87 citations · Full text

Complex Interlinkages, Engineering, Sustainable Development +9

Algorithmic recourse under imperfect causal knowledge: a probabilistic approach

Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf et al. · arXiv (Cornell University) · 2020 · 72 citations · Full text

Engineering, Causal Relationships, Causal Graph +20

Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style

Julius von Kügelgen, Yash Sharma, Luigi Gresele et al. · arXiv (Cornell University) · 2021 · 62 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

On the Fairness of Causal Algorithmic Recourse

Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 45 citations · Full text

Engineering, Discrimination, Algorithmic Accountability +22

A bacterial size law revealed by a coarse-grained model of cell physiology

François Bertaux, Julius von Kügelgen, Samuel Marguerat et al. · PLoS Computational Biology · 2020 · 38 citations · Full text

Biophysical Modeling, Cell Growth, Metabolic Model +21