M.Sc. Nils Sturma
Technical University of Munich
Chair of Mathematical Statistics (Prof. Drton)
- Phone: (work pref) +49 (89) 289 - 17449
- Room: 8101.02.119
- Homepage: https://nilssturma.github.io/
- nils.sturma(at)tum.de
Preprints
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Mixtures of Discrete Decomposable Graphical Models. With Yulia Alexandr and Jane Ivy Coons. arXiv
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Singularity-agnostic Incomplete U-statistics for Testing Polynomial Constraints in Gaussian Covariance Matrices. With Dennis Leung. arXiv
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Algebraic Sparse Factor Analysis. With Mathias Drton, Alexandros Grosdos and Irem Portakal. arXiv
Publications
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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
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Unpaired Multi-Domain Causal Representation Learning. With Chandler Squires, Mathias Drton and Caroline Uhler. NeurIPS 2023, Spotlight paper. paper
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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