Fredrik D. Johansson
PhD Student at Chalmers University of Technology

Research

My research interests are primarily focused on causal inference in machine learning. I have also been working on graph related methods and problems, including graph kernels and probabilistic graphical models.

I am part of the LAB group at the Computer Science department of Chalmers University of Technology, Sweden.

Here is my CV (April '16).

Teaching

I have co-developed and co-taught the course Deep Learning

Additionally, I have been a teaching assistant in the following courses at Chalmers University of Technology:

Contact

You can contact me by email at frejohk(at)chalmers.se or by coming to my room (6447) in the EDIT building on Chalmers Johanneberg.

Publications

Here is my Google Scholar profile.

Preprints

Peer-reviewed conference publications

Journal articles

Workshop papers

Software & Data

Matching Kernels is a package of graph kernels for MATLAB.

Lovasz-theta Kernel is a package of graph kernels for MATLAB.

DLOREAN is a software for inferring multi-way dynamic networks from node data.

Entity Graphs is a collection of graphs of entity interactions built from data collected by Recorded Future.