Misha Kilmer
Tufts University
H-index: 35
North America-United States
Top articles of Misha Kilmer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generating and managing deep tensor neural networks | 2024/4/2 | ||
Tensor Completion with BMD Factor Nuclear Norm Minimization | arXiv preprint arXiv:2402.13068 | Fan Tian Mirjeta Pasha Misha E Kilmer Eric Miller Abani Patra | 2024/2/20 |
Subspace Recycling for Sequences of Shifted Systems with Applications in Image Recovery | arXiv preprint arXiv:2306.15049 | Misha E Kilmer Eric de Sturler | 2023/6/26 |
Multigrid preconditioning for regularized least-squares problems | arXiv preprint arXiv:2306.11067 | Matthias Bolten Scott P MacLachlan Misha E Kilmer | 2023/6/19 |
Tensor BM-Decomposition for Compression and Analysis of Spatio-Temporal Third-order Data | arXiv preprint arXiv:2306.09201 | Fan Tian Misha E Kilmer Eric Miller Abani Patra | 2023/6/15 |
Recycling MMGKS for large-scale dynamic and streaming data | arXiv preprint arXiv:2309.15759 | Mirjeta Pasha Eric de Sturler Misha E Kilmer | 2023/9/27 |
Tensor-based predictions from analysis of time-varying graphs | 2022/7/12 | ||
Parametric Level-sets Enhanced To Improve Reconstruction (PaLEnTIR) | arXiv preprint arXiv:2204.09815 | Ege Ozsar Misha Kilmer Eric Miller Eric de Sturler Arvind Saibaba | 2022/4/21 |
Research Spotlights | SIAM Review | Misha E Kilmer | 2022 |
Structured matrix approximations via tensor decompositions | SIAM Journal on Matrix Analysis and Applications | Misha E Kilmer Arvind K Saibaba | 2022/11/18 |
Efficient randomized tensor-based algorithms for function approximation and low-rank kernel interactions | Advances in Computational Mathematics | Arvind K Saibaba Rachel Minster Misha E Kilmer | 2022/10 |
Tensor-tensor algebra for optimal representation and compression of multiway data | Proceedings of the National Academy of Sciences | Misha E Kilmer Lior Horesh Haim Avron Elizabeth Newman | 2021/7/13 |
Mis-specified model supplementation | 2021/1/5 | ||
Dynamic graph convolutional networks using the tensor M-product | Osman Asif Malik Shashanka Ubaru Lior Horesh Misha E Kilmer Haim Avron | 2021 | |
Multi-linear dynamical model reduction | 2021/11/30 | ||
Randomized approaches to accelerate MCMC algorithms for Bayesian inverse problems | Journal of Computational Physics | Arvind K Saibaba Pranjal Prasad Eric De Sturler Eric Miller Misha E Kilmer | 2021/9/1 |
Nonnegative tensor patch dictionary approaches for image compression and deblurring applications | SIAM Journal on Imaging Sciences | Elizabeth Newman Misha E Kilmer | 2020 |
Optimal multi-dimensional data compression by tensor-tensor decompositions tensor | 2020/9/8 | ||
Randomized algorithms for low-rank tensor decompositions in the Tucker format | SIAM journal on mathematics of data science | Rachel Minster Arvind K Saibaba Misha E Kilmer | 2020 |
Don’t Matricize, Tensorize: Tensor-tensor Products for Optimal Representation and Compression | XXI Householder Symposium on Numerical Linear Algebra | Misha E Kilmer Lior Horesh Haim Avron Elizabeth Newman | 2020/6/14 |
