182 search results - page 25 / 37 » Budget Semi-supervised Learning |
ICML
2010
IEEE
13 years 11 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
ICML
2010
IEEE
13 years 11 months ago
2010
IEEE
PAKDD
2009
ACM
14 years 4 months ago
2009
ACM
In this paper we propose to study budget semi-supervised learning, i.e., semi-supervised learning with a resource budget, such as a limited memory insufficient to accommodate and/...
ICDM
2007
IEEE
14 years 4 months ago
2007
IEEE
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
EWCBR
2004
Springer
14 years 3 months ago
2004
Springer
By improving accuracy in the quantification of the ocean’s CO2 budget, a more precise estimation can be made of the terrestrial fraction of global CO2 budget and its subsequent e...