Christian Bender

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

An Introduction to Hierarchical (H-) Rank and TT-Rank of Tensors with Examples

A projection method to solve linear systems in tensor format

A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems

Tensor-Train Decomposition

Deep Learning-Based Numerical Methods for High-Dimensional Parabolic Partial Differential Equations and Backward Stochastic Differential Equations

A literature survey of low‐rank tensor approximation techniques

Exact Tensor Completion Using t-SVD

On manifolds of tensors of fixed TT-rank

DGM: A deep learning algorithm for solving partial differential equations

Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations

Convergence Rates for Greedy Algorithms in Reduced Basis Methods

A New Scheme for the Tensor Representation

Hierarchical Singular Value Decomposition of Tensors

A forward scheme for backward SDEs

Primal and Dual Pricing of Multiple Exercise Options in Continuous Time

Dual pricing of multi-exercise options under volume constraints