Unpaired multi-domain causal representation learning N Sturma, C Squires, M Drton, C Uhler Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Half-trek criterion for identifiability of latent variable models RF Barber, M Drton, N Sturma, L Weihs The Annals of Statistics 50 (6), 3174-3196, 2022 | 4 | 2022 |
Singularity-agnostic incomplete U-statistics for testing polynomial constraints in Gaussian covariance matrices D Leung, N Sturma arXiv preprint arXiv:2401.02112, 2024 | 1 | 2024 |
Mixtures of Discrete Decomposable Graphical Models Y Alexandr, JI Coons, N Sturma arXiv preprint arXiv:2401.15950, 2024 | | 2024 |
Algebraic Sparse Factor Analysis M Drton, A Grosdos, I Portakal, N Sturma arXiv preprint arXiv:2312.14762, 2023 | | 2023 |
Testing Many Constraints in Possibly Irregular Models Using Incomplete U-Statistics N Sturma, M Drton, D Leung arXiv preprint arXiv:2208.11756, 2022 | | 2022 |