Misha E. Kilmer

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 48

Top Topics

Image Compression

Randomized Algorithm

Tensor Decomposition

Top Venues

SIAM J. Sci. Comput.

Publications

Fan Tian, Mirjeta Pasha, Misha E. Kilmer, Eric L. Miller, Abani Patra
Tensor Completion with BMD Factor Nuclear Norm Minimization. CoRR (2024)
Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer
Stable tensor neural networks for efficient deep learning. Frontiers Big Data 7 (2024)
Fan Tian, Misha E. Kilmer, Eric L. Miller, Abani Patra
Tensor BM-Decomposition for Compression and Analysis of Spatio-Temporal Third-order Data. CoRR (2023)
Misha E. Kilmer, Eric de Sturler
Subspace Recycling for Sequences of Shifted Systems with Applications in Image Recovery. CoRR (2023)
Mirjeta Pasha, Eric de Sturler, Misha E. Kilmer
Recycling MMGKS for large-scale dynamic and streaming data. CoRR (2023)
Matthias Bolten, Scott P. MacLachlan, Misha E. Kilmer
Multigrid preconditioning for regularized least-squares problems. CoRR (2023)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 64 (1) (2022)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 64 (4) (2022)
Arvind K. Saibaba, Rachel Minster, Misha E. Kilmer
Efficient randomized tensor-based algorithms for function approximation and low-rank kernel interactions. Adv. Comput. Math. 48 (5) (2022)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 64 (3) (2022)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 64 (2) (2022)
Misha E. Kilmer, Arvind K. Saibaba
Structured Matrix Approximations via Tensor Decompositions. SIAM J. Matrix Anal. Appl. 43 (4) (2022)
Arvind K. Saibaba, Rachel Minster, Misha E. Kilmer
Efficient randomized tensor-based algorithms for function approximation and low-rank kernel interactions. CoRR (2021)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 63 (3) (2021)
Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron
Dynamic Graph Convolutional Networks Using the Tensor M-Product. SDM (2021)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 63 (1) (2021)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 63 (4) (2021)
Arvind K. Saibaba, Pranjal Prasad, Eric de Sturler, Eric L. Miller, Misha E. Kilmer
Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems. J. Comput. Phys. 440 (2021)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 63 (2) (2021)
Misha E. Kilmer, Arvind K. Saibaba
Structured Matrix Approximations via Tensor Decompositions. CoRR (2021)
Misha E. Kilmer, Lior Horesh, Haim Avron, Elizabeth Newman
Tensor-Tensor Products for Optimal Representation and Compression. CoRR (2020)
Rachel Minster, Arvind K. Saibaba, Misha E. Kilmer
Randomized Algorithms for Low-Rank Tensor Decompositions in the Tucker Format. SIAM J. Math. Data Sci. 2 (1) (2020)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 62 (3) (2020)
Elizabeth Newman, Misha E. Kilmer
Nonnegative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications. SIAM J. Imaging Sci. 13 (3) (2020)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 62 (1) (2020)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 62 (4) (2020)
Kirk M. Soodhalter, Eric de Sturler, Misha E. Kilmer
A survey of subspace recycling iterative methods. CoRR (2020)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 62 (2) (2020)
Silvia Gazzola, Misha E. Kilmer, James G. Nagy, Oguz Semerci, Eric L. Miller
An Inner-Outer Iterative Method for Edge Preservation in Image Restoration and Reconstruction. CoRR (2019)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 61 (3) (2019)
Selin S. Aslan, Eric de Sturler, Misha E. Kilmer
Randomized Approach to Nonlinear Inversion Combining Random and Optimized Simultaneous Sources and Detectors. SIAM J. Sci. Comput. 41 (2) (2019)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 61 (2) (2019)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 61 (1) (2019)
Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron
Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs. CoRR (2019)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 61 (4) (2019)
Rachel Minster, Arvind K. Saibaba, Misha E. Kilmer
Randomized algorithms for low-rank tensor decompositions in the Tucker format. CoRR (2019)
Elizabeth Newman, Misha E. Kilmer
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications. CoRR (2019)
Jiani Zhang, Arvind K. Saibaba, Misha E. Kilmer, Shuchin Aeron
A randomized tensor singular value decomposition based on the t-product. Numer. Linear Algebra Appl. 25 (5) (2018)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 60 (1) (2018)
Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer
Stable Tensor Neural Networks for Rapid Deep Learning. CoRR (2018)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 60 (3) (2018)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 60 (2) (2018)
Misha E. Kilmer
Research Spotlights. SIAM Rev. 60 (4) (2018)
Elizabeth Newman, Misha E. Kilmer, Lior Horesh
Image classification using local tensor singular value decompositions. CAMSAP (2017)
Elizabeth Newman, Misha E. Kilmer, Lior Horesh
Image classification using local tensor singular value decompositions. CoRR (2017)
Meghan O'Connell, Misha E. Kilmer, Eric de Sturler, Serkan Gugercin
Computing Reduced Order Models via Inner-Outer Krylov Recycling in Diffuse Optical Tomography. SIAM J. Sci. Comput. 39 (2) (2017)
Eric Kernfeld, Nathan Majumder, Shuchin Aeron, Misha E. Kilmer
Multilinear subspace clustering. SSP (2016)
Julianne M. Chung, Misha E. Kilmer, Dianne P. O'Leary
A Framework for Regularization via Operator Approximation. SIAM J. Sci. Comput. 37 (2) (2015)
D. Chen, Scott MacLachlan, Misha E. Kilmer
Iterative Parameter-Choice and Multigrid Methods for Anisotropic Diffusion Denoising. SIAM J. Sci. Comput. 33 (5) (2011)
Amine Hamdi, Eric L. Miller, David A. Boas, Maria Angela Franceschini, Misha E. Kilmer
Recursive estimation methods for tracking of localized perturbations in absorption using diffuse optical tomography. Computational Imaging (2005)
Misha E. Kilmer, Eric L. Miller, Carey M. Rappaport
QMR-Based Projection Techniques for the Solution of Non-Hermitian Systems with Multiple Right-Hand Sides. SIAM J. Sci. Comput. 23 (3) (2001)
Misha E. Kilmer, Dianne P. O'Leary
Choosing Regularization Parameters in Iterative Methods for Ill-Posed Problems. SIAM J. Matrix Anal. Appl. 22 (4) (2001)
David A. Boas, Dana H. Brooks, Eric L. Miller, Charles A. DiMarzio, Misha E. Kilmer, Richard J. Gaudette, Quan Zhang
Imaging the body with diffuse optical tomography. IEEE Signal Process. Mag. 18 (6) (2001)
Misha E. Kilmer, G. W. Stewart
Iterative Regularization and MINRES. SIAM J. Matrix Anal. Appl. 21 (2) (2000)
Misha E. Kilmer
Cauchy-like Preconditioners for Two-Dimensional Ill-Posed Problems. SIAM J. Matrix Anal. Appl. 20 (3) (1999)
Misha E. Kilmer, Dianne P. O'Leary
Pivoted Cauchy-Like Preconditioners for Regularized Solution of Ill-Posed Problems. SIAM J. Sci. Comput. 21 (1) (1999)