3236 search results - page 105 / 648 » Active kernel learning |
112
Voted
PAMI
2006
15 years 18 days ago
2006
High dimensional structured data such as text and images is often poorly understood and misrepresented in statistical modeling. The standard histogram representation suffers from ...
COLT
2005
Springer
15 years 6 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
106
click to vote
ICALT
2010
IEEE
15 years 1 months ago
2010
IEEE
Multi-user virtual environments (MUVEs) seem to have great potential in education. Current educational uses of MUVEs seem to exploit them more as group interaction platforms and le...
108
click to vote
IJCAI
2007
15 years 2 months ago
2007
We study the problem of learning large margin halfspaces in various settings using coresets to show that coresets are a widely applicable tool for large margin learning. A large m...
127
click to vote
ICASSP
2009
IEEE
14 years 10 months ago
2009
IEEE
We present a framework to apply Volterra series to analyze multilayered perceptrons trained to estimate the posterior probabilities of phonemes in automatic speech recognition. Th...