To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features

no code implementations • 17 Feb 2023 • Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart

These features are then used to predict what algorithm to switch to.

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

no code implementations • 24 Mar 2022 • Mohamad Alissa, Kevin Sim, Emma Hart

This contrasts to typical approaches to algorithm-selection which require a model to be trained using domain-specific instance features that need to be first derived from the input data.