title: LAGO on the unit sphere.
abstract: LAGO is an efficient kernel algorithm designed specifically for the rare target detection problem. However, unlike other kernel algorithms, LAGO cannot be easily used with many domain-specific kernels. We solve this problem by first providing a unified framework for LAGO and clarifying its basic principle, and then applying that principle on the unit sphere instead of in the Euclidean space.
authors.affiliation: University of Waterloo, Waterloo, Ontario, Canada N2L 3G1.
authors.forename: Alexandra
authors.initials: A
authors.lastname: Laflamme-Sanders
authors.forename: Mu
authors.initials: M
authors.lastname: Zhu
mesh_terms: D000465:Algorithms; D001185:Artificial Intelligence; D002965:Classification / Q000379:methods; D011338:Probability Theory; D012660:Semantics