Tensor Spaces and Numerical Tensor Calculus

• A Comparison Study of Supervised Learning Techniques for the Approximation of High Dimensional Functions and Feedback Control

  2024 Dynamic Games and Applications article Computer Science Adaptive Dynamic Programming Control Open access

  2

  citations
• A space-time adaptive low-rank method for high-dimensional parabolic partial differential equations

  2024 Journal of Complexity article Mathematics Mathematical Approximation and Integration Open access

  2

  citations
• Differentiated uniformization: a new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models

  2024 Computational Statistics article Mathematics Markov Chains and Monte Carlo Methods Open access

  1

  citations
• Computing tensor operator exponentials within low‐rank tensor formats with application to the parameter‐dependent multigrid method

  2023 PAMM article Mathematics Tensor decomposition and applications Open access

  0

  citations
• Low-rank tensor methods for Markov chains with applications to tumor progression models

  2022 Journal of Mathematical Biology article Mathematics Tensor decomposition and applications Open access

  10

  citations
• Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format

  2022 SIAM/ASA Journal on Uncertainty Quantification article Mathematics Tensor decomposition and applications Open access

  20

  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
• Bayesian inversion for electromyography using low-rank tensor formats

  2021 Inverse Problems article Mathematics Numerical methods in inverse problems Open access

  3

  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 parameter-dependent smoother for the multigrid method

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

  0

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

  2020 Journal of Computational Physics article Mathematics Tensor decomposition and applications

  12

  citations

12 results