Jakob D. Havtorn

I'm an Industrial PhD Student with the Technical University of Denmark and Corti.ai.

I work with deep generative models for representation learning and uncertainty quantification. I'm interested in efficient and robust inference, e.g. using variational methods, unsupervised, semi-supervised and self-supervised learning. I currently put these methods to work in natural language processing applications including speech recognition and large language models.

Links

Here are links to my most recent CV and my scholar, LinkedIn and Twitter pages

Selected publications

Below is a selection of my published papers. For a complete list, see my scholar page.

Experience

Education