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math.OC2026
Submodularity of the expected information gain in infinite-dimensional linear inverse problems
Alen Alexanderian, Steven Maio
We consider infinite-dimensional linear Gaussian Bayesian inverse problems with uncorrelated measurement errors and focus on the problem of selecting sensor placements that maximiz…
math.OC2025
On submodularity of the expected information gain
Steven Maio, Alen Alexanderian
We consider finite-dimensional linear Gaussian Bayesian inverse problems with uncorrelated sensor measurements. In this setting, it is known that the expected information gain, qua…