The Image Group – University of Copenhagen

The Image Group
Jan Kremer's Homepage

Jan Kremer

PhD Student
University of Copenhagen
Sigurdsgade 41
2200 København N
Email:  jan.kremer@di.ku.dk
Office:  2.0.2B

Short CV

I received my master's degree in computer science with high distinction from the Technische Universität München, Germany in March 2013.

In May 2013 I started my PhD studies in the Image Group at the Department of Computer Science (DIKU), University of Copenhagen, funded by a grant from the Danish Council for Independent Research, Natural Sciences.

I am part of the SkyML team, which investigates image analysis and machine learning methods for applications in astronomy.

Research Interests

My research focuses on domain adaptation and label-noise robust algorithms for machine learning. I am particularly interested in applying these in the context of astronomy.

Publications

Jan Kremer, Fabian Gieseke, Kim Steenstrup Pedersen, and Christian Igel.

Nearest neighbor density ratio estimation for large-scale applications in astronomy.

Astronomy and Computing

12,

67–72,

Elsevier,

2015

Jan Kremer, Kim Steenstrup Pedersen, and Christian Igel.

Active learning with support vector machines.

Wiley Interdisciplinary Reviews. Data Mining and Knowledge Discovery

4(4),

313–326,

John Wiley and Sons,

2014