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cs.IT2022★ 2 cited
An information upper bound for probability sensitivity
Jiannan Yang
Uncertain input of a mathematical model induces uncertainties in the output and probabilistic sensitivity analysis identifies the influential inputs to guide decision-making. Of pr…
cs.IT2022★ 9 cited
Decision-oriented two-parameter Fisher information sensitivity using symplectic decomposition
Jiannan Yang
The eigenvalues and eigenvectors of the Fisher information matrix (FIM) can reveal the most and least sensitive directions of a system and it has wide application across science an…