This paper is devoted to the analysis of network approximation in the framework of approximation and regularization theory. It is shown that training neural networks and similar n...
The accuracy of adaptive integration algorithms for solving stiff ODE is investigated. The analysis is done by comparing the discrete and exact amplification factors of the equatio...
This paper surveys recent work in applying ideas from graphical models and message passing algorithms to solve large scale regularized regression problems. In particular, the focu...
The Freiburg RNA tools web server integrates three tools for the advanced analysis of RNA in a common webbased user interface. The tools IntaRNA, ExpaRNA, and LocARNA support the ...
Cameron Smith, Steffen Heyne, Andreas S. Richter, ...
Blind source separation (BSS) has become one of the major signal and image processing area in many applications. Principal component analysis (PCA) and Independent component analys...