@article {pub4584,
	title = {Locally adaptive nearest neighbours},
	author = {Jan Philip Goepfert AND Heiko Wersing AND Barbara Hammer},
	year = {2021},
	month = {August},
	abstract = {When training automated systems, it has been shown to be beneficialto adapt the representation of data by learning a problem-specific metric.This metric is global. We extend this idea and, for the widely used familyof k nearest neighbors algorithms, develop a method that allows learninglocallyadaptive metrics. To demonstrate important aspects of how ourapproach works, we conduct a number of experiments on synthetic datasets, and we show its usefulness on real-world benchmark data set.},
	publisher = {Elsevier},
	journal = {Neurocomputing}
}