2026

1. NeurIPS

   Conservative Continuous-Time Treatment Optimization

   Nora Schneider^*, Georg Manten^*, and Niki Kilbertus

   Advances in Neural Information Processing Systems, 2026

   Bib PDF

   @article{schneider2026conservative,
     title = {Conservative Continuous-Time Treatment Optimization},
     author = {Schneider, Nora and Manten, Georg and Kilbertus, Niki},
     journal = {Advances in Neural Information Processing Systems},
     year = {2026},
   }

2. Under Review

   Neural differential equations for modeling dynamical systems in life sciences

   Nora Schneider^*, Cecilia Casolo^*, Konstantin Hess, Sam Holt, Mihaela van der Schaar, and 2 more authors

   2026

   Bib

   @article{schneider2023anchos,
     title = {Neural differential equations for modeling dynamical systems in life sciences},
     author = {Schneider, Nora and Casolo, Cecilia and Hess, Konstantin and Holt, Sam and {van der Schaar}, Mihaela and Feuerriegel, Stefan and Kilbertus, Niki},
     year = {2026},
   }

2025

1. ICML

   Generative Intervention Models for Causal Perturbation Modeling

   Nora Schneider, Lars Lorch, Niki Kilbertus, Bernhard Schölkopf, and Andreas Krause

   International Conference on Machine Learning, 2025

   Bib PDF

   @article{schneider2024generative,
     title = {Generative Intervention Models for Causal Perturbation Modeling},
     author = {Schneider, Nora and Lorch, Lars and Kilbertus, Niki and Sch{\"o}lkopf, Bernhard and Krause, Andreas},
     journal = {International Conference on Machine Learning},
     year = {2025},
   }

2023

1. NeurIPS

   Anchor Data Augmentation

   Nora Schneider, Shirin Goshtasbpour, and Fernando Perez-Cruz

   Advances in Neural Information Processing Systems, 2023

   Bib PDF

   @article{schneider2023anchor,
     title = {Anchor Data Augmentation},
     author = {Schneider, Nora and Goshtasbpour, Shirin and Perez-Cruz, Fernando},
     journal = {Advances in Neural Information Processing Systems},
     volume = {36},
     pages = {74890--74902},
     year = {2023},
   }