Algebraic Sparse Factor Analysis
SIAM Journal on Applied Algebra and Geometry
journal-article
Nils Sturma
Publications
Matching Criterion for Identifiability in Sparse Factor Analysis
other
Trek-Based Parameter Identification for Linear Causal Models With Arbitrarily Structured Latent Variables
other
Algebraic Sparse Factor Analysis
SIAM Journal on Applied Algebra and Geometry
journal-article
Mixtures of discrete decomposable graphical models
Algebraic Statistics
journal-article
Identifiability and Statistical Inference in Latent Variable Modeling
dissertation-thesis
Singularity-agnostic incomplete U-statistics for testing polynomial constraints in Gaussian covariance matrices
other
Testing many constraints in possibly irregular models using incomplete U-statistics
Journal of the Royal Statistical Society. Series B: Statistical Methodology
journal-article
Testing many constraints in possibly irregular models using incomplete U-statistics
Journal of the Royal Statistical Society Series B: Statistical Methodology
journal-article
Unpaired Multi-Domain Causal Representation Learning
Advances in Neural Information Processing Systems
conference-paper
Half-trek criterion for identifiability of latent variable models
The Annals of Statistics
journal-article
HALF-TREK CRITERION FOR IDENTIFIABILITY OF LATENT VARIABLE MODELS
Annals of Statistics
journal-article