Active Learning Based on Locally Linear Reconstruction
We consider the active learning problem, which aims to select the most representative points. Out of many existing active learning techniques, optimum experimental design (OED) has received considerable attention recently. The typical OED criteria minimize the variance of the parameter estimates or...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 33(2011), 10 vom: 01. Okt., Seite 2026-38
|
|---|
| 1. Verfasser: |
Zhang, Lijun
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Chen, Chun,
Bu, Jiajun,
Cai, Deng,
He, Xiaofei,
Huang, Thomas S |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2011
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
|---|