Mathematical Foundations and Algorithms for Tensor Computations

Activity: Academic eventsOrganisation of ...

Description

Co-organization of the workshop "Mathematical Foundations and Algorithms for Tensor Computations" which aims to bring together researchers with different expertise to exchange ideas on designing computational methods for various tensor problems. One of the main features: a focus on rigorous algorithms for which one may guarantee convergence to a global solution under reasonable
conditions. Topics include provable algorithmic guarantees in terms of
computational efficiency and robustness, algorithmic techniques like spectral
methods, iterative methods for nonconvex optimization, and powerful convex
relaxation hierarchies like sum-of-squares, etc, where correctness guarantees
may be established under suitable assumptions motivated by applications.
Period3 May 20217 May 2021
Event typeSeminar/Workshop
Degree of RecognitionInternational

Keywords

  • Tensor computations
  • algorithms
  • machine learning
  • tensor networks
  • quantum many-body physics