Well-tuned Simple Nets Excel on Tabular Datasets

von Kadra, Arlind
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

Algorithm selection, scheduling and configuration of Boolean constraint solvers

von Lindauer, Marius
Veröffentlicht 2015

AutoML: Online Course for automated machine learning : Schlussbericht: AutoML - KI-Campus : Acronym: AutoML : Dauer: 13 Monate : Teilvorhaben: Introduction, Learning2Learn & Beyo...

von Lindauer, Marius
Veröffentlicht 2021

Explaining Hyperparameter Optimization via Partial Dependence Plots

von Moosbauer, Julia
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 3 of 36 (2022)

LEARNING HEURISTIC SELECTION WITH DYNAMIC ALGORITHM CONFIGURATION

von Speck, David
Veröffentlicht in International Conference on Automated Planning and Scheduling (31. : 2021 : Online) Thirty-first International Conference on Automated Planning and Scheduling (ICAPS 2021) (2021)

Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework

von Biedenkapp, André
Veröffentlicht in European Conference on Artificial Intelligence (24. : 2020 : Online) ECAI 2020 ; Part 1 (2020)

Bayesian Optimization with a Prior for the Optimum

von Souza, Artur
Veröffentlicht in ECML PKDD (2021 : Online) Machine Learning and Knowledge Discovery in Databases ; Part 3: Research Track (2021)