Tensor Decompositions and Applications

• Dynamical low-rank tensor approximations to high-dimensional parabolic problems: existence and convergence of spatial discretizations

  2025 Numerische Mathematik article Mathematics Tensor decomposition and applications Open access

  1

  citations
• FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?

  2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access

  73

  citations
• Low-rank tensor methods for partial differential equations

  2023 Acta Numerica article Mathematics Tensor decomposition and applications Open access

  42

  citations
• 3-D Positioning Method for Anonymous UAV Based on Bistatic Polarized MIMO Radar

  2022 IEEE Internet of Things Journal article Computer Science Direction-of-Arrival Estimation Techniques cited by 2 patents

  84

  citations
• Computing f‐divergences and distances of high‐dimensional probability density functions

  2022 Numerical Linear Algebra with Applications article Mathematics Tensor decomposition and applications Open access

  5

  citations
• Algorithm 1026: Concurrent Alternating Least Squares for Multiple Simultaneous Canonical Polyadic Decompositions

  2022 ACM Transactions on Mathematical Software article Mathematics Tensor decomposition and applications Open access

  6

  citations
• Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition

  2022 Frontiers in Applied Mathematics and Statistics article Mathematics Tensor decomposition and applications Open access

  0

  citations
• Accelerating jackknife resampling for the Canonical Polyadic Decomposition

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  0

  citations
• Asymptotic Log-Det Sum-of-Ranks Minimization via Tensor (Alternating) Iteratively Reweighted Least Squares

  2021 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

  1

  citations
• Signal processing on higher-order networks: Livin’ on the edge... and beyond

  2021 Signal Processing article Computer Science Advanced Graph Neural Networks Open access

  149

  citations
• The landscape of software for tensor computations

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  2

  citations
• Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  0

  citations
• Tensor theta norms and low rank recovery

  2020 Numerical Algorithms article Engineering Sparse and Compressive Sensing Techniques Open access

  17

  citations
• A two-stage surrogate model for Neo-Hookean problems based on adaptive proper orthogonal decomposition and hierarchical tensor approximation

  2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

  18

  citations
• A parameter-dependent smoother for the multigrid method

  2020 arXiv (Cornell University) preprint Engineering Advanced Numerical Methods in Computational Mathematics Open access

  0

  citations
• CATTELL'S parallel proportional profiles

  2020 Journal of Chemometrics article Mathematics Tensor decomposition and applications Open access

  5

  citations
• Discovering dynamic task-modulated functional networks with specific spectral modes using MEG

  2020 NeuroImage article Neuroscience Functional Brain Connectivity Studies Open access

  31

  citations
• Iterative algorithms for the post-processing of high-dimensional data

  2020 Journal of Computational Physics article Mathematics Tensor decomposition and applications

  12

  citations

18 results