Local Approaches for Fast, Scalable and Accurate Learning with Kernels
The present thesis deals with the fundamental machine learning issues of increasing the accuracy of learning systems and their computational performances. The key concept which is exploited throughout the thesis, is the tunable trade-off between local and global approaches to learning, integrating t...
|Main Author:||Segata, Nicola|
University of Trento