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stat.ML2018
Infill Criterion for Multimodal Model-Based Optimisation
Dirk Surmann, Uwe Ligges, Claus Weihs
Physical systems are modelled and investigated within simulation software in an increasing range of applications. In reality an investigation of the system is often performed by em…
stat.ML2016
Fast model selection by limiting SVM training times
Aydin Demircioglu, Daniel Horn, Tobias Glasmachers +2
Kernelized Support Vector Machines (SVMs) are among the best performing supervised learning methods. But for optimal predictive performance, time-consuming parameter tuning is cruc…