Picture of Nils Sturma

M.Sc. Nils Sturma

Technical University of Munich

Chair of Mathematical Statistics (Prof. Drton)


  • Mixtures of Discrete Decomposable Graphical Models. With Yulia Alexandr and Jane Ivy Coons. arXiv

  • Singularity-agnostic Incomplete U-statistics for Testing Polynomial Constraints in Gaussian Covariance Matrices. With Dennis LeungarXiv

  • Algebraic Sparse Factor Analysis. With Mathias Drton, Alexandros Grosdos and Irem Portakal. arXiv


  • Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics. With Mathias Drton and Dennis Leung. To appear in The Journal of the Royal Statistical Society, Series B. arXiv

  • Unpaired Multi-Domain Causal Representation Learning. With Chandler Squires, Mathias Drton and Caroline Uhler. NeurIPS 2023, Spotlight paper. paper

  • Half-Trek Criterion for Identifiability of Latent Variable Models. With Rina Foygel Barber, Mathias Drton and Luca Weihs. The Annals of Statistics (2022), 50(6):3174–3196. paper