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Category: Optimization

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

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

Recommended Reading: Metaheuristics “In the Large” by Jerry Swan et al.(Open Access)

Abstract. Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order … More

MATE: A Model-based Algorithm Tuning Engine – Paper Available

Authors. Mohamed El Yafrani, Marcella Scoczynski, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen Abstract. In this paper, we introduce a … More

CfP: NEO 2021 – 9th International Workshop on Numerical and Evolutionary Optimization

September 08 – 10, 2021. ONLINE ONLY CONFERENCE, see: http://neo.cinvestav.mx NEO invites researchers to present their work, encouraging original contributions … More

New Book: Black Box Optimization, Machine Learning, and No-Free Lunch Theorems

Finally, with some delay, the book “Black Box Optimization, Machine Learning, and No-Free Lunch Theorems” is available. The book was … More

SPOT package build runs smoothly under R 4.1 update

Just updated to the recent R version 4.1.0 (2021-05-18) – “Camp Pontanezen” on our machines. Great news: the compilation of … More

New on arXiv: Resource Planning for Hospitals Under Special Consideration COVID19

The paper “Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis”, which was written … More

CEC2021 paper “Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic”

The paper “Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic”, which … More

Paper “Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic” accepted for oral presentation at the IEEE CEC 2021

Authors:Thomas Bartz-Beielstein, Marcel Droescher, Alpar Guer, Alexander Hinterleitner, Tom Lawton, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Frederik Rehbach, Nicolas Rehbach, … More

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