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Leon Sallandt
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Solving high-dimensional parabolic PDEs using the tensor train format
L Richter, L Sallandt, N Nüsken
International Conference on Machine Learning, 8998-9009, 2021
492021
Approximating optimal feedback controllers of finite horizon control problems using hierarchical tensor formats
M Oster, L Sallandt, R Schneider
SIAM Journal on Scientific Computing 44 (3), B746-B770, 2022
292022
Pricing high-dimensional Bermudan options with hierarchical tensor formats
C Bayer, M Eigel, L Sallandt, P Trunschke
SIAM Journal on Financial Mathematics 14 (2), 383-406, 2023
192023
Approximating the stationary Hamilton-Jacobi-Bellman equation by hierarchical tensor products
M Oster, L Sallandt, R Schneider
arXiv preprint arXiv:1911.00279, 2019
192019
Approximative policy iteration for exit time feedback control problems driven by stochastic differential equations using tensor train format
K Fackeldey, M Oster, L Sallandt, R Schneider
Multiscale Modeling & Simulation 20 (1), 379-403, 2022
172022
Approximating the stationary bellman equation by hierarchical tensor products
M Oster, L Sallandt, R Schneider
arXiv preprint arXiv:1911.00279, 2019
62019
Approximating the stationary Hamilton–Jacobi–Bellman equation by hierarchical tensor products. arXiv, 2019
M Oster, L Sallandt, R Schneider
arXiv preprint arXiv:1911.00279, 1911
61911
Computing high-dimensional value functions of optimal feedback control problems using the Tensor-train format
LJ Sallandt
42022
From continuous-time formulations to discretization schemes: tensor trains and robust regression for BSDEs and parabolic PDEs
L Richter, L Sallandt, N Nüsken
arXiv preprint arXiv:2307.15496, 2023
12023
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