Christina Winkler
Welcome to my website! I am researcher interested in spatio-temporal invertible generative models and their applications.
Research interests:
- Invertible Probabilistic Generative Models (Diffusion Models, Normalizing Flows)
- Spatio-Temporal Modeling
- Causal ML
🎓 Education:
• MSc in Artificial Intelligence, 2020
| University of Amsterdam
• BSc in Econometrics & Operations Research, 2017 | Maastricht University
📃 Publications:
• Learning Likelihoods with Conditional Normalizing Flows (Preprint 2019)
News:
• April 2021: 3/6 groups I supervised for the Reproducibility Challenge 2021 got accepted for publishing in the ReScience-C journal (Topics: "Explaining Groups of Points in Low-Dimensional Representations","Identifying Through Flows for Recovering Latent Representations")! 🎉
• November 2022: My Poster on "Towards probabilistic Weather Forecasting with Conditioned Spatio-Temporal Normalizing Flows" got accepted to the WIML Workshop at Neurips ! 🎉