593 search results - page 43 / 119 » Dealing with different distributions in learning from |
315
click to vote
KDD
2008
ACM
16 years 6 months ago
2008
ACM
Many time series prediction methods have focused on single step or short term prediction problems due to the inherent difficulty in controlling the propagation of errors from one ...
186
click to vote
COORDINATION
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. The decoupling between behavior and communication fostered by coordination becomes of paramount importance in mobile computing. In this scenario, however, coordination te...
184
click to vote
ICS
2007
Tsinghua U.
16 years 13 days ago
2007
Tsinghua U.
Observing the workload on a computer system during a short (but not too short) time interval may lead to distributions that are significantly different from those that would be o...
182
click to vote
KDD
2009
ACM
16 years 6 months ago
2009
ACM
When labeled examples are limited and difficult to obtain, transfer learning employs knowledge from a source domain to improve learning accuracy in the target domain. However, the...
183
click to vote
STOC
2005
ACM
16 years 6 months ago
2005
ACM
We study an extension of the "standard" learning models to settings where observing the value of an attribute has an associated cost (which might be different for differ...