Federico Bergamin
Postdoctoral Researcher
Section for Cognitive Systems
Dept. of Applied Mathematics and Computer Science
Technical University of Denmark (DTU)
About
I am currently a postdoc in Jes Frellsen's group at DTU Compute. I am mostly interested in deep generative models, probabilistic modeling, and uncertainty quantification.
I completed my PhD in June 2024 at DTU Compute, where I was really fortunate to work together with Jes Frellsen, Søren Hauberg, Pierre-Alexandre Mattei, and Georgios Arvanitidis. I have also spent some time as a visiting PhD student at the Computational and Biological Learning Lab at the University of Cambridge, collaborating with Emile Mathieu, Rich Turner, and José Miguel Hernández Lobato.
Before the PhD, I obtained my MSc degree in Computer Science and Engineering from DTU. During that time, I have spent one semester at the University of British Columbia (UBC). Prior to that, I obtained a BSc in Computer Engineering from University of Padua, Italy.
Outside the lab, I enjoy cycling, hiking, and exploring new coffee spots.
Random News
- Oct. 2024: I wanted to understand better the relation between a flow matching and a score-based model. I wrote a short note on this here.
- Oct. 2024: Our work "On conditional diffusion models for PDE simulations" done together with Sasha and Cristiana while I was visiting Cambridge has been accepted at NeurIPS! Paper and code are also out now!
- Aug. 2024: I started as a postdoc still at DTU!
- June 2024: I defended my PhD! (Here you can have a proof). Thanks again to Ole Winther, Matthias Bauer, and Eric Nalisnick for serving as examiners. Thanks also to all my collaborators for the past three years! You can find the thesis here.
- All news
