2 search results - page 1 / 1 » Cleaning Training-Datasets with Noise-Aware Algorithms |
ENC
2006
IEEE
14 years 5 months ago
2006
IEEE
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
CVPR
2005
IEEE
15 years 27 days ago
2005
IEEE
Training datasets for learning of object categories are often contaminated or imperfect. We explore an approach to automatically identify examples that are noisy or troublesome fo...