2 Postdoctoral researchers in interactive AI and machine learning

Oct 19, 2017

2 Postdoctoral researchers in interactive AI and machine learning

The positions belong to the Aalto career system and the selected persons will be appointed for a two-year fixed term appointment with an option for renewal.

1. Probabilistic machine learning with human in the loop (Prof. Samuel Kaski)

One of the core questions in machine learning at the moment is how to interact with humans.

We turn this question into a probabilistic modelling problem, and model both the user and the task to drive the interaction. The solutions need combinations of probabilistic modelling, reinforcement learning and approximate Bayesian computation. We are looking for a postdoc who already masters some of these and offer an opportunity to learn the rest and work with us on this exciting bleeding-edge problem. Two recent sample papers:
Daee et al., Knowledge elicitation vi...