Kerstin Bunte
Scholar

Kerstin Bunte

Google Scholar ID: S35wICkAAAAJ
Rosalind Franklin Fellow at the University of Groningen
Machine LearningDimensionality reductionMetric LearningLearning Vector Quantizationinterpretable models
Citations & Impact
All-time
Citations
1,119
 
H-index
16
 
i10-index
28
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • Recipient of NWO VIDI project “Mechanistic machine learning - combining the explanatory power of dynamic models with the predictive power of Machine Learning”; Supervised multiple PhD students in various projects.
Research Experience
  • Rosalind Franklin Fellowship, 2016- University of Groningen (Netherlands); Honorary Fellow, 2016-2019 University of Warwick (United Kingdom); Marie Curie Fellowship, 2015-2016 University of Birmingham (United Kingdom); Postdoctoral Positions held at Université Catholique de Louvain (Belgium), Aalto University Helsinki (Finland), and Bielefeld University (Germany).
Education
  • PhD in Computer Science, 2011, University of Groningen (Netherlands); Diplom in Computer Science, 2006, Bielefeld University (Germany).
Background
  • Associate Professor (Rosalind Franklin Fellow), with research interests in Machine Learning, Interpretable Models, Classification, Dimensionality Reduction, and Visualization. Works at the Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen.
Co-authors
0 total
Co-authors: 0 (list not available)