Prof. Bartz-Beielstein will present a case study from the book “Hyperparameter Tuning for Machine and Deep Learning with R – … More
Category: Hyperparameter Tuning
Invited Talk @GECCO: Hyperparameter Tuning for Machine and Deep Learning with R
Thomas Bartz-Beielstein will present some ideas from the book “Hyperparameter Tuning for Machine and Deep Learning with R – A … More
SPOTMisc 1.19.26 is on its Way to CRAN
SPOTMisc: Misc Extensions for the ‘SPOT’ Package Implements additional models, simulation tools, and interfaces as extensions to ‘SPOT’. It provides … More
SPOT 2.11.10 is on CRAN
Sequential Parameter Optimization Toolbox A set of tools for model-based optimization and tuning of algorithms (hyperparameter tuning respectively hyperparameter optimization). … More
SPOT Updates on CRAN
Version: 2.8.2 of the Sequential Parameter Optimization Toolbox is available on CRAN. SPOT is set of tools for model-based optimization … More
Special Session on Automated Algorithm Design for Evolutionary Computation
The special session “Automated Algorithm Design for Evolutionary Computation” (AutoDesign4EC) at the 2022 IEEE World Congress on Computational Intelligence (within IEEE … More
SPOT 2.5.18 released
Version 2.5.18 of the SPOT software fixes sign errors in the buildBO() function. SPOT is set of tools for model-based … More
SPOTMisc 1.2.11 Windows Binary on CRAN
The package SPOTMisc_1.2.11.tar.gz has been built for Windows andwill be published in the corresponding CRAN directory.R version 4.1.0 (2021-05-18). More: … More
SPOTMisc 1.2.8 Released
This is a minor update that implements the new function funKerasMnist(). Version 1.2.8. is NOT available from CRAN, it can … More
Hyperparameter Tuning Survey Paper: Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization
The working paper “Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization” by Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein was published on … More