Version: 2.8.2 of the Sequential Parameter Optimization Toolbox is available on CRAN. SPOT is set of tools for model-based optimization … More
Category: Hyperparameter Tuning
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
Benchmarking and Experimentation: Pitfalls and Best Practices. Tutorial CEC 2021. Slides can be downloaded
The PDF version of the CEC21 tutorial slides (Mike Preuss, Boris Naujoks, Thomas Bartz-Beielstein) can be downloaded here: https://www.spotseven.de/new-publications/
Working Paper: Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Authors: Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen, and Martin ZaeffererCategories: cs.LGMSC-class: 68T07ACM-class: A.1; B.8.0; G.1.6; G.4; I.2.8 A surrogate model … More
Day 1 of the 2021 IEEE Congress on Evolutionary Computation
Our (Mike, Boris, and Thomas) tutorial Benchmarking and Experimentation: Pitfalls and Best Practices starts at 2:15 p.m. today. Here is … More
CEC-2021 Tutorial: Benchmarking and Experimentation
Benchmarking@CEC-2021 Tutorial “Benchmarking and Experimentation: Pitfalls and Best Practices” Time: Monday, June 28th, 2021 2:15 PM CEST Presenters: Thomas Bartz-Beielstein, … More