I always look for excellent people to work with. Below is a list of current open positions; if you have other ideas or thoughts, just contact me.

As a rule of thumb: if you're interested in working with me, just contact me; there may be other options than what is currently listed. Otherwise, click on the type of position that is of interest to you below, and read on. If you're interested in applying them it may be useful to read some tricks on how to apply (here).

I have one open PhD position that revolve around the goal of learning operational representations, i.e. representations that are naturally equipped with a set of well-defined operations that may be performed. For example, we may seek a representation that supports operators akin to addition and subtraction, or we may seek a representation that naturally supports integration (in order to assign probabilities to events). In practice, the project will focus on building both practical tools as well as theoretical foundations for working with random Riemannian representations, which naturally appear in many generative models.

For more details see here.

The positions will be adapted to the candidate field, so if you find the some of these ideas interesting then I'm sure we can work something out!

I have one open postdoc position that revolve around the goal of learning operational representations, i.e. representations that are naturally equipped with a set of well-defined operations that may be performed. For example, we may seek a representation that supports operators akin to addition and subtraction, or we may seek a representation that naturally supports integration (in order to assign probabilities to events). In practice, the project will focus on building both practical tools as well as theoretical foundations for working with random Riemannian representations, which naturally appear in many generative models.

For more details see here.

The positions will be adapted to the candidate field, so if you find the some of these ideas interesting then I'm sure we can work something out!

**Curiosity, motivation, and an easy going personality.**
Those are the key characteristics that I look for in a candidate.
The projects we work on take inspiration from many diverse communities, so you
will most likely only be familiar with some aspects of the projects before you
start.

Much of the work that we do spans several branches of science, and consequently, there is no "right" educational background. Remember, if you're a great candidate, then we will adapt the project to fit you. If you have a background in e.g. computer science, physics, statistics, (pure and/or applied) mathematics, or a related field, then you should fit right in. If you have another background that you feel is relevant, then just tell me that this is equally good :-)

The projects will often span several branches of mathematics, though mostly with a focus on probability theory and geometry. I therefore expect a certain level of mathematical maturity from you.

All mathematical models we consider, should eventually translate into working software implementations. As such, I also expect that you have working experience with numerical implementations of mathematical models. Most of the stuff we do is written in Matlab/Octave and Python.

You will be part of the section for Cognitive Systems, which is an internationally renowned group for machine learning research. The group aims for the highest quality research. You're encouraged to collaborate both within the group and with other international groups.

Both salary and working conditions are excellent. The group is a down-to-earth and fun place to be. The university is located in the greater Copenhagen area, and consequently most group members live in Copenhagen. This often named as the best city in the world to live, and for good reasons. Copenhagen is really nice! It's world renowned for food, beer, art, music, architecture, the Scandinavian "hygge", and much more. Parental leave is generous and child-care is excellent and cheap (my daughter at least loves her kindergarten).

Then reach out to me! Apply here for a PhD Apply here for a post doc