Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches

24 March 2022

Papers citing "Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches"

7 / 7 papers shown

Title
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model Quentin Renau E. Hart 106 0 0 20 Jan 2025
Automatic Feature Learning for Essence: a Case Study on Car Sequencing Alessio Pellegrino Ozgur Akgun Nguyen Dang Z. Kiziltan Ian Miguel 66 0 0 23 Sep 2024
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances Emma Hart Quentin Renau Kevin Sim M. Alissa AAML 101 0 0 24 Jun 2024
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection Quentin Renau Emma Hart 92 1 0 24 Jun 2024
On the Utility of Probing Trajectories for Algorithm-Selection Quentin Renau Emma Hart 86 6 0 23 Jan 2024
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation Xingyu Wu Yan Zhong Jibin Wu Bingbing Jiang Kay Chen Tan 91 6 0 22 Nov 2023
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks Yaobo Song Laurens Bliek Yingqian Zhang 78 1 0 08 Feb 2023