Research

Research Interests: Inverse problems, PDE-constrained optimization, uncertainty quantification, optimal sensor placement for large-scale Bayesian inverse problems, randomized matrix methods, machine learning

Publications:
• E. HERMAN, A. ALEXANDERIAN, and A. K. SAIBABA, Randomization and reweighted $\ell_1$ minimization for A-optimal design of linear inverse problems, 2019, in review https://arxiv.org/abs/1906.03791