Sebastian Wolf

Research assistant in the group

Institut für Mathematik
Straße des 17. Juni 136
10623 Berlin
+49 (0) 30 31425062

Research focus

Low rank tensor product approximations

Projects as a member

  • SE10

    Low rank tensor recovery

    Prof. Dr. Reinhold Schneider

    Project heads: Prof. Dr. Reinhold Schneider
    Project members: Sebastian Wolf
    Duration: -
    Status: completed
    Located at: Technische Universität Berlin


    In the project D-SE10 we aspire to recover higher order tensors from a relatively small number of measurements using low rank assumptions. As straight forward generalizations of the matrix recovery techniques to the problem of tensor recovery are often either infeasible or impossible, the focus of this project is twofold. First, to investigate those generalizations that might still be feasible in a tensor setting in particular Riemannian methods on low rank tensor manifolds, and second, to apply and specialize existing techniques from tensor product approximation like the ALS to the tensor recovery and completion settings.

Projects as a guest