Misha Elena Kilmer

Orcid: 0000-0003-4249-4742

Affiliations:
  • Tufts University, USA


According to our database1, Misha Elena Kilmer authored at least 57 papers between 1999 and 2024.

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Bibliography

2024
Tensor Completion with BMD Factor Nuclear Norm Minimization.
CoRR, 2024

2023
Recycling MMGKS for large-scale dynamic and streaming data.
CoRR, 2023

Subspace Recycling for Sequences of Shifted Systems with Applications in Image Recovery.
CoRR, 2023

Multigrid preconditioning for regularized least-squares problems.
CoRR, 2023

Tensor BM-Decomposition for Compression and Analysis of Spatio-Temporal Third-order Data.
CoRR, 2023

2022
Structured Matrix Approximations via Tensor Decompositions.
SIAM J. Matrix Anal. Appl., 2022

Parametric Level-sets Enhanced To Improve Reconstruction (PaLEnTIR).
CoRR, 2022

Efficient randomized tensor-based algorithms for function approximation and low-rank kernel interactions.
Adv. Comput. Math., 2022

2021
Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems.
J. Comput. Phys., 2021

Dynamic Graph Convolutional Networks Using the Tensor M-Product.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020
Randomized Algorithms for Low-Rank Tensor Decompositions in the Tucker Format.
SIAM J. Math. Data Sci., 2020

Nonnegative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications.
SIAM J. Imaging Sci., 2020

A survey of subspace recycling iterative methods.
CoRR, 2020

Tensor-Tensor Products for Optimal Representation and Compression.
CoRR, 2020

2019
Randomized Approach to Nonlinear Inversion Combining Random and Optimized Simultaneous Sources and Detectors.
SIAM J. Sci. Comput., 2019

Research Spotlights.
SIAM Rev., 2019

An Inner-Outer Iterative Method for Edge Preservation in Image Restoration and Reconstruction.
CoRR, 2019

Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs.
CoRR, 2019

Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications.
CoRR, 2019

2018
A randomized tensor singular value decomposition based on the t-product.
Numer. Linear Algebra Appl., 2018

Stable Tensor Neural Networks for Rapid Deep Learning.
CoRR, 2018

2017
Computing Reduced Order Models via Inner-Outer Krylov Recycling in Diffuse Optical Tomography.
SIAM J. Sci. Comput., 2017

Image classification using local tensor singular value decompositions.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Multilinear subspace clustering.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015
Nonlinear Parametric Inversion Using Interpolatory Model Reduction.
SIAM J. Sci. Comput., 2015

Fast Algorithms for Hyperspectral Diffuse Optical Tomography.
SIAM J. Sci. Comput., 2015

A Framework for Regularization via Operator Approximation.
SIAM J. Sci. Comput., 2015

A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction.
CoRR, 2015

2014
Tensor-Based Formulation and Nuclear Norm Regularization for Multienergy Computed Tomography.
IEEE Trans. Image Process., 2014

A Wavelet-Based Multilevel Approach for Blind Deconvolution Problems.
SIAM J. Sci. Comput., 2014

Clustering multi-way data: a novel algebraic approach.
CoRR, 2014

Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging.
SIAM J. Matrix Anal. Appl., 2013

Facial Recognition Using Tensor-Tensor Decompositions.
SIAM J. Imaging Sci., 2013

Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data.
CoRR, 2013

Tensor-based formulation and nuclear norm regularization for multi-energy computed tomography.
CoRR, 2013

2011
Special Section: 2010 Copper Mountain Conference.
SIAM J. Sci. Comput., 2011

A Regularized Gauss-Newton Trust Region Approach to Imaging in Diffuse Optical Tomography.
SIAM J. Sci. Comput., 2011

Iterative Parameter-Choice and Multigrid Methods for Anisotropic Diffusion Denoising.
SIAM J. Sci. Comput., 2011

Parametric Level Set Methods for Inverse Problems.
SIAM J. Imaging Sci., 2011

2010
Multilevel Approach For Signal Restoration Problems With Toeplitz Matrices.
SIAM J. Sci. Comput., 2010

2007
A Projection-Based Approach to General-Form Tikhonov Regularization.
SIAM J. Sci. Comput., 2007

Analysis and Exploitation of Matrix Structure Arising in Linearized Optical Tomographic Imaging.
SIAM J. Matrix Anal. Appl., 2007

Kronecker product approximations for dense block Toeplitz-plus-Hankel matrices.
Numer. Linear Algebra Appl., 2007

Fast Regularized Reconstruction of Non-Uniformly Subsampled Partial-Fourier Parallel MRI Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006
Kronecker product approximation for preconditioning in three-dimensional imaging applications.
IEEE Trans. Image Process., 2006

Recycling Subspace Information for Diffuse Optical Tomography.
SIAM J. Sci. Comput., 2006

Fast regularized reconstruction of non-uniformly subsampled parallel MRI data.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Recursive estimation methods for tracking of localized perturbations in absorption using diffuse optical tomography.
Proceedings of the Computational Imaging III, San Jose, 2005

2001
Imaging the body with diffuse optical tomography.
IEEE Signal Process. Mag., 2001

QMR-Based Projection Techniques for the Solution of Non-Hermitian Systems with Multiple Right-Hand Sides.
SIAM J. Sci. Comput., 2001

Choosing Regularization Parameters in Iterative Methods for Ill-Posed Problems.
SIAM J. Matrix Anal. Appl., 2001

2000
Wavelet domain image restoration with adaptive edge-preserving regularization.
IEEE Trans. Image Process., 2000

A new shape-based method for object localization and characterization from scattered field data.
IEEE Trans. Geosci. Remote. Sens., 2000

Iterative Regularization and MINRES.
SIAM J. Matrix Anal. Appl., 2000

1999
Pivoted Cauchy-Like Preconditioners for Regularized Solution of Ill-Posed Problems.
SIAM J. Sci. Comput., 1999

Cauchy-like Preconditioners for Two-Dimensional Ill-Posed Problems.
SIAM J. Matrix Anal. Appl., 1999


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