most citedAutomated Algorithm Selection: from Feature-Based to Feature-Free Approaches

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Class Incremental Learning for Algorithm Selection

Mate Botond Nemeth, Emma Hart, Kevin Sim +1

Algorithm selection is commonly used to predict the best solver from a portfolio per per-instance. In many real scenarios, instances arrive in a stream: new instances become availa…

cs.LG2022★ 2 cited

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

Mohamad Alissa, Kevin Sim, Emma Hart

We propose a novel technique for algorithm-selection, applicable to optimisation domains in which there is implicit sequential information encapsulated in the data, e.g., in online…