Systems controlled by next-generation computing algorithms could give rise to better and more efficient machine learning products, a new study suggests.

Previous work uses Time-Parameterized kNN (TPkNN) queries to construct the safe region. In this paper, the authors present an efficient technique to construct safe regions by using much cheaper ...

Instance selection plays a pivotal role in enhancing machine learning by identifying and retaining those data instances that are most informative for the learning process, while discarding ...