Found 5 relevant results in 3.14s where lecturer="Daniel Kressner"
This (pro)seminar will be concerned with the beautiful mathematical concepts behind Google's PageRank and, more generally, information retrieval and data clustering: Perron-Frobenius theory, spectral graph theory, eigenvalue computation.
Introduction to Numerical Methods
Numerische Methoden
This course will give an introduction to numerical methods, aimed at mathematics and physics majors. It covers numerical linear algebra, quadrature, interpolation and approximation methods as well as their error analysis and implementation.
Linear Algebra
Lineare Algebra
Introduction to linear algebra: vectors and matrices, solving systems of linear equations, vector spaces and subspaces, orthogonality and least squares, determinants, eigenvalues and eigenvectors, singular value decomposition and linear transformations. Applications in and links to computer science will be presented in parallel.
In 2000, Jack Dongarra and Francis Sullivan published a list of arguably the top ten algorithms of the (previous) century. Each of these algorithms had a profound impact on science, leading to an abundance of variations and extensions. The aim of this seminar is to present entries from this list and discuss the mathematical principles behind the algorithms.
Numerical Mathematics for CSE
Numerische Mathematik für CSE
The course gives an introduction into fundamental techniques and algorithms of numerical mathematics which play a central role in numerical simulations in science and technology. The course covers the theory as well as practical examples which are done in MATLAB.