59 citations · 220 across the 52 of their papers we have counts for
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math.NA2017
Efficient D-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems
Alen Alexanderian, Arvind K. Saibaba
We develop a computational framework for D-optimal experimental design for PDE-based Bayesian linear inverse problems with infinite-dimensional parameters. We follow a formulation…
math.NA2017★ 26 cited
Efficient generalized Golub-Kahan based methods for dynamic inverse problems
Julianne Chung, Arvind K. Saibaba, Matthew Brown +1
We consider efficient methods for computing solutions to and estimating uncertainties in dynamic inverse problems, where the parameters of interest may change during the measuremen…
math.NA2017
The Discrete Empirical Interpolation Method: Canonical Structure and Formulation in Weighted Inner Product Spaces
Zlatko Drmač, Arvind K. Saibaba
New contributions are offered to the theory and practice of the Discrete Empirical Interpolation Method (DEIM). These include a detailed characterization of the canonical structure…