Willem Waegeman

Multi-Target Prediction: A Unifying View on Problems and Methods

2018 · arXiv (Cornell University)

Multi-target prediction (MTP) is concerned with the simultaneous prediction of multiple target variables of diverse type. Due to its enormous application potential, it has developed into an active and rapidly expanding research field that combines …

Automated problem setting selection in multi-target prediction with AutoMTP.

2021 · arXiv (Cornell University)

Algorithm Selection (AS) is concerned with the selection of the best-suited algorithm out of a set of candidates for a given problem. The area of AS has received a lot of attention from machine learning …