The code was built during my work on my thesis for the B.Sc. Mathematics 100% at the University of Heidelberg. The objective of this thesis is to introduce a robust one-dimensional polynomial regression model using the Huber cost function via Convex Quadratic Optimisation and to compare its performance against the non-robust Least Squares approach via a concrete implementation using the qpOASES algorithm for solving the obtained Convex Quadratic Programs, which must be installed beforehand.
gantz-thomas-gantz/BachelorThesisMathematics
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
Least Squares and Huber regression via CQPs
Topics
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published