Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Mathias Drton is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Faithlessness in Gaussian graphical models
Drton, M., Leonard, H., Hollering, B. & Misra, P., Feb 2026, In: Bernoulli. 32, 1, p. 638-663 26 p.Research output: Contribution to journal › Article › peer-review
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On the distance between mean and geometric median in high dimensions
Schwank, R. & Drton, M., Jun 2026, In: Statistics and Probability Letters. 233, 110679.Research output: Contribution to journal › Article › peer-review
Open Access -
Algebraic Sparse Factor Analysis
Drton, M., Grosdos, A., Portakal, I. & Sturma, N., 2025, In: SIAM Journal on Applied Algebra and Geometry. 9, 2, p. 279-309 31 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles
Drton, M., Garrote-López, M., Nikov, N., Robeva, E. & Wang, Y. S., 2025, In: Proceedings of Machine Learning Research. 286, p. 1064-1073 10 p.Research output: Contribution to journal › Conference article › peer-review
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Causal Effect Identification in lvLiNGAM from Higher-Order Cumulant
Tramontano, D., Kivva, Y., Salehkaleybar, S., Kiyavash, N. & Drton, M., 2025, In: Proceedings of Machine Learning Research. 267, p. 59924-59944 21 p.Research output: Contribution to journal › Conference article › peer-review