2 papers
cs.LG2018
Transformative Machine Learning
Ivan Olier, Oghenejokpeme I. Orhobor, Joaquin Vanschoren +1
The key to success in machine learning (ML) is the use of effective data representations. Traditionally, data representations were hand-crafted. Recently it has been demonstrated t…
cs.AI2017
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery
Ivan Olier, Noureddin Sadawi, G. Richard Bickerton +4
We investigate the learning of quantitative structure activity relationships (QSARs) as a case-study of meta-learning. This application area is of the highest societal importance,…