Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Signal Processing Systems"
DOI: 10.1007/s11265-021-01715-6
Abstract: Anomaly detection is of great interest in fields where abnormalities need to be identified and corrected (e.g., medicine and finance). Deep learning methods for this task often rely on autoencoder reconstruction error, sometimes in conjunction… read more here.
Keywords: lipschitz; training data; anomaly detection; detection ... See more keywords
Regularity of Lipschitz boundaries with prescribed sub-Finsler mean curvature in the Heisenberg group H1
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Differential Equations"
DOI: 10.1016/j.jde.2021.08.040
Abstract: For a strictly convex set K ⊂ R of class C we consider its associated sub-Finsler K-perimeter |∂E|K in H 1 and the prescribed mean curvature functional |∂E|K − ∫ E f associated to a… read more here.
Keywords: lipschitz; regularity; mean curvature; sub finsler ... See more keywords
Two-Lipschitz operator ideals
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Mathematical Analysis and Applications"
DOI: 10.1016/j.jmaa.2020.124346
Abstract: Abstract We introduce and investigate the concept of two-Lipschitz operator ideal between pointed metric spaces and Banach spaces. We show the basics of this new theory and we give a procedure to create a two-Lipschitz… read more here.
Keywords: operator ideal; lipschitz; operator ideals; lipschitz operator ... See more keywords