Daniel Kressner

EPFL SB MATH ANCHP
MA B2 514 (Bâtiment MA)
Station 8
CH-1015 Lausanne

Web site:  Web site:  https://anchp.epfl.ch/

EPFL SB SMA-GE
MA A2 403 (Bâtiment MA)
Station 8
CH-1015 Lausanne

Association des Professeurs de l'EPFL (APEL)
Case postale 43
CH-1015 Lausanne

Web site:  Web site:  https://apel.epfl.ch/

vCard
Administrative data

Publications

Infoscience publications

Teaching & PhD

Teaching

Mathematics

PhD Programs

Doctoral Program in Mathematics

Doctoral Program Digital Humanities

Courses

Analysis I (German)

Study of fundamental concepts of analysis and differential/integral calculus of univariate functions.

Program: Section of Computer Science


Numerical analysis

Construction and analysis of numerical methods for the solution of problems from linear algebra, integration, approximation, and differentiation.

Program: Section of Mathematics


Low-rank approximation techniques

  • Theoretical background of low-rank matrix approximation
  • Classical algorithms for low-rank approximation
  • Randomized low-rank approximation
  • Low-rank approximation by deterministic column/row selection
  • Low-rank approximation by randomized sampling
  • Basic introduction to tensors
  • Tensor rank, CP, Tucker, and TT decompositions of tensors

Program: Section of Mathematics


Computational linear algebra

This course provides an overview of advanced techniques for solving large-scale linear algebra problems, as they typically arise in applications. A central goal of this course is to give the ability to choose a suitable solver for a given application.

Program: Section of Mathematics