The Algorithm Selection Competitions 2015 and 2017

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The Algorithm Selection Competitions 2015 and 2017

3 May 2018

Marius Lindauer

Jan N. van Rijn

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Papers citing "The Algorithm Selection Competitions 2015 and 2017"

14 / 14 papers shown

Title
On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget Setting Takushi Yoshikawa Ryoji Tanabe 44 0 0 13 May 2024
Characterising harmful data sources when constructing multi-fidelity surrogate models Nicolau Andrés-Thió Mario Andrés Muñoz Kate Smith-Miles 28 1 0 12 Mar 2024
Automatic Algorithm Selection for Pseudo-Boolean Optimization with Given Computational Time Limits Catalina Pezo D. Hochbaum Julio Godoy Roberto Javier Asín Achá 16 1 0 07 Sep 2023
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML Lennart Purucker Lennart Schneider Marie Anastacio Joeran Beel B. Bischl Holger Hoos 86 4 0 17 Jul 2023
CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure Lennart Purucker Joeran Beel 59 8 0 01 Jul 2023
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Adrian El Baz Ihsan Ullah Edesio Alcobaça André C. P. L. F. de Carvalho Hong Chen ... Ekrem Öztürk J. V. Rijn Haozhe Sun Xin Wang Wenwu Zhu 79 12 0 15 Jun 2022
On the evaluation of (meta-)solver approaches R. Amadini M. Gabbrielli Tong Liu J. Mauro ELM OffRL 24 1 0 17 Feb 2022
Advances in MetaDL: AAAI 2021 challenge and workshop Adrian El Baz Isabelle M Guyon Zhengying Liu J. V. Rijn Sébastien Treguer Joaquin Vanschoren 117 7 0 01 Feb 2022
Benchmarking Feature-based Algorithm Selection Systems for Black-box Numerical Optimization Ryoji Tanabe 63 15 0 17 Sep 2021
Algorithm Selection on a Meta Level Alexander Tornede Lukas Gehring Tanja Tornede Marcel Wever Eyke Hüllermeier 67 19 0 20 Jul 2021
Towards Meta-Algorithm Selection Alexander Tornede Marcel Wever Eyke Hüllermeier 63 5 0 17 Nov 2020
sunny-as2: Enhancing SUNNY for Algorithm Selection Tong Liu R. Amadini J. Mauro M. Gabbrielli 17 6 0 07 Sep 2020
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network Tianyu Mu Hongzhi Wang Chunnan Wang Zheng Liang 31 1 0 07 Jul 2020
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem Chunnan Wang Hongzhi Wang Tianyu Mu Jianzhong Li Hong Gao 26 10 0 24 Oct 2019