Peer-reviewed publications

  • Causal consistency of structural equation models (accepted to UAI 2017 with oral presentation) (arxiv)
  • A kernel test for three-variable interactions with random processes (UAI 2016) (paper, supplement)

Preprints etc.

  • Probabilistic Active Learning of Functions in Structural Causal Models (2017) (arxiv)
  • From Deterministic ODEs to Dynamic Structural Causal Models (2016) (arxiv)
  • Masters thesis: Three Variable Kernel Independence Testing with Time Series (2015)
  • The VC-Dimension of Similarity Hypothesis Spaces (2015) (arxiv)

Some things I am interested in

  • Kernel methods – applications of the kernel mean embedding
  • Causality
  • Gaussian Processes