410 citations · 713 across the 33 of their papers we have counts for
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stat.ML2017
Image classification using local tensor singular value decompositions
Elizabeth Newman, Misha Kilmer, Lior Horesh
From linear classifiers to neural networks, image classification has been a widely explored topic in mathematics, and many algorithms have proven to be effective classifiers. Howev…
math.NA2017★ 3 cited
Randomized Approach to Nonlinear Inversion Combining Simultaneous Random and Optimized Sources and Detectors
Selin Aslan, Eric de Sturler, Misha E. Kilmer
In partial differential equations-based (PDE-based) inverse problems with many measurements, many large-scale discretized PDEs must be solved for each evaluation of the misfit or o…