2 papers
cs.LG2026
Clustering High-dimensional Data: Balancing Abstraction and Representation Tutorial at AAAI 2026
Claudia Plant, Lena G. M. Bauer, Christian Böhm
How to find a natural grouping of a large real data set? Clustering requires a balance between abstraction and representation. To identify clusters, we need to abstract from superf…
cs.LG2023
Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores
Fiete Lüer, Tobias Weber, Maxim Dolgich +1
Anomaly detection in imbalanced datasets is a frequent and crucial problem, especially in the medical domain where retrieving and labeling irregularities is often expensive. By com…