765 search results - page 110 / 153 » Learning from Multiple Annotators with Gaussian Processes |
120
Voted
CIVR
2007
Springer
15 years 10 months ago
2007
Springer
Fusion of multimedia streams for enhanced performance is a critical problem for retrieval. However, fusion performance tends to easily overfit the hillclimb set used to learn fus...
204
Voted
CVPR
2012
IEEE
13 years 6 months ago
2012
IEEE
Metric learning is a fundamental problem in computer vision. Different features and algorithms may tackle a problem from different angles, and thus often provide complementary inf...
147
Voted
KDD
2009
ACM
15 years 10 months ago
2009
ACM
Merchants selling products on the Web often ask their customers to share their opinions and hands-on experiences on products they have purchased. Unfortunately, reading through al...
125
Voted
IJCNN
2007
IEEE
15 years 10 months ago
2007
IEEE
— Although AdaBoost has achieved great success, it still suffers from following problems: (1) the training process could be unmanageable when the number of features is extremely ...
147
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
Recent theoretical and empirical work in statistical machine learning has demonstrated the importance of learning algorithms for deep architectures, i.e., function classes obtaine...