Misha E. Kilmer
- Factorization strategies for third-order tensors
2010/10/26 by Misha E. Kilmer, Carla D. Martin · 81 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Wireless Communication Networks Research #Matrix Theory and Algorithms
- Imaging the body with diffuse optical tomography
2001/01/01 by David A. Boas, D.A. Boas, D.H. Brooks +10 · 8 citations
Medicine · Engineering · #Optical Imaging and Spectroscopy Techniques #Photoacoustic and Ultrasonic Imaging #Non-Invasive Vital Sign Monitoring
- Randomized algorithms for low-rank tensor decompositions in the Tucker\n format
2019/05/17 by Rachel Minster, Arvind K. Saibaba, Minster, Rachel +3 · 5 citations
Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Mathematics #Fetal and Pediatric Neurological Disorders #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Stable Tensor Neural Networks for Rapid Deep Learning
2018/11/15 by Elizabeth Newman, Lior Horesh, Newman, Elizabeth +5 · 6 citations
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Efficient randomized tensor-based algorithms for function approximation and low-rank kernel interactions
2021/07/27 by Arvind K. Saibaba, Rachel Minster, Saibaba, Arvind K. +3 · 2 citations
Mathematics · Physics and Astronomy · Computer Science · #Tensor decomposition and applications #Electromagnetic Scattering and Analysis #Gaussian Processes and Bayesian Inference
- A Tensor-Based Dictionary Learning Approach to Tomographic Image\n Reconstruction
2015/06/08 by Soltani, Sara, Misha E. Kilmer, Kilmer, Misha E. +2 · 1 citation
Engineering · Mathematics · #15A69 #65F22 #65K10 #Computer Vision and Pattern Recognition (cs.CV) #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data
2013/07/02 by Zemin Zhang, Zhang, Zemin, Gregory Ely +7 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Structured Matrix Approximations via Tensor Decompositions
2021/05/03 by Misha E. Kilmer, Arvind K. Saibaba, Kilmer, Misha E. +1 · 1 citation
Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computational Physics and Python Applications #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Tensor BM-Decomposition for Compression and Analysis of Video Data
2023/06/15 by Tian, Fan, Misha E. Kilmer, Eric L. Miller +4 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Mathematics #Numerical Analysis (math.NA) #Solar and Space Plasma Dynamics #Tensor decomposition and applications