Fabian Bürger

Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks

2016

The development of classification systems that meet the desired accuracy levels for real world-tasks applications requires a lot of expertise. Numerous challenges, like noisy feature data, suboptimal algorithms and hyperparameters, degrade the generalization performance. On …