[Job-offers-cs] Postdoc positions in Reasoning and Learning at Linkoping University Sweden

[Pekka Orponen]

-------- Forwarded Message --------
Subject: [DMANET] Postdoc positions in Reasoning and Learning at 
Linkoping University Sweden
Date: Mon, 22 Feb 2021 07:46:07 +0100
From: Fredrik Heintz <fredrik.heintz at liu.se>
To: dmanet at zpr.uni-koeln.de

The Reasoning and Learning Group at Linkoping University in Sweden has 
two open postdoc positions (up to 2 years each) for doing curiosity 
driven basic research in the intersection between reasoning and 
learning. Application deadline March 8.

We are a growing research group with a broad interest in AI that publish 
in leading venues with many international connections such as the TAILOR 
network. We are especially interested in
* Incremental reasoning and learning especially stream reasoning,
* spatio-temporal reasoning and learning for example about trajectories 
and events/activities,
* multi-agent reasoning and learning for example combinatorial 
assignment and multi-agent multi-objective reinforcement learning, and
* reasoning and learning for Trustworthy AI such as privacy-preserving 
synthetic data generation and run-time verification for safe autonomous 
systems.

At least one of the postdocs will work on developing new machine 
learning methods for creating privacy preserving synthetic spatio 
temporal trajectory data sets. The goal is to 1) extend generative 
adversarial network (GAN) methods to learn generative spatio-temporal 
trajectory models and 2) develop new Bayesian Optimization methods for 
creating tailored privacy-preserving synthetic data sets using these 
generative models.

We welcome applicants that have their own research ideas that are 
aligned with the research group.

For more information and to apply see:
https://liu.se/en/work-at-liu/vacancies?rmpage=job&rmjob=15680&rmlang=UK

The application deadline is March 8. It would be good if you can start 
after the summer (or earlier). It is possible to start working remotely 
if needed.

If you want to know more please get in touch!

Cheers,
Fredrik