Löwe, Mathias Kristian Kyndlo

Löwe, Mathias Kristian Kyndlo

PhD Student

Creative AI Lab

IT University of Copenhagen

Current research interests: Variational autoencoders, generative models, and mixture models for timeseries datasets.

  • (Variational) autoencoders
  • Variational inference
  • Generative models
  • Monte Carlo sampling methods
  • General linear models
  • Generalized linear models
  • Gaussian mixture models
  • Evolutionary algorithms
  • Incorporating user preferences in AI
  • Time series model prediction
  • Gradient-free optimization techniques
  • Illumination of search-spaces
Interests
  • Machine learning
  • Model-based machine learning
  • Artificial intelligence
  • Bayesian optimization