A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization
Due to the inherent imbalance in real-world datasets, naïve Empirical Risk Minimization (ERM) tends to bias the learning process towards the majority classes, hindering generalization to minority classes. To rebalance the learning process, one straightforward yet effective approach is to modify the...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 12. Sept.
|
|---|
| 1. Verfasser: |
Wang, Zitai
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Xu, Qianqian,
Yang, Zhiyong,
Xu, Zhikang,
Zhang, Linchao,
Cao, Xiaochun,
Huang, Qingming |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2025
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|