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M. Kilmer

39 papers hereh-index 358.4k citations133 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author19
  • last author17

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • math.NA27
  • cs.CV4
  • cs.LG4
  • cs.IT2
  • math.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedTensor-based formulation and nuclear norm regularization for multi-energy computed tomography

410 citations · 713 across the 33 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

math.NA2016★ 2 cited

A Randomized Tensor Singular Value Decomposition based on the t-product

Jiani Zhang, Arvind K. Saibaba, Misha Kilmer +1

The tensor Singular Value Decomposition (t-SVD) for third order tensors that was proposed by Kilmer and Martin~\cite{2011kilmer} has been applied successfully in many fields, such…

math.NA2016

Computing Reduced Order Models via Inner-Outer Krylov Recycling in Diffuse Optical Tomography

Meghan O'Connell, Misha E. Kilmer, Eric de Sturler +1

In nonlinear imaging problems whose forward model is described by a partial differential equation (PDE), the main computational bottleneck in solving the inverse problem is the nee…

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