"identifiability analysis" Papers

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Geometry of Lightning Self-Attention: Identifiability and Dimension

Nathan Henry, Giovanni Luca Marchetti, Kathlén Kohn

ICLR 2025arXiv:2408.17221
12
citations

Standardizing Structural Causal Models

Weronika Ormaniec, Scott Sussex, Lars Lorch et al.

ICLR 2025arXiv:2406.11601
13
citations

Identifiability of Direct Effects from Summary Causal Graphs

Simon Ferreira, Charles Assaad

AAAI 2024paperarXiv:2306.16958
13
citations

On the Identifiability of Switching Dynamical Systems

Carles Balsells-Rodas, Yixin Wang, Yingzhen Li

ICML 2024arXiv:2305.15925
7
citations