1435 search results - page 118 / 287 » Generalization Error Bounds Using Unlabeled Data |
118
Voted
STOC
2007
ACM
16 years 3 months ago
2007
ACM
This work is at the intersection of two lines of research. One line, initiated by Dinur and Nissim, investigates the price, in accuracy, of protecting privacy in a statistical dat...
136
Voted
SIGIR
2008
ACM
15 years 2 months ago
2008
ACM
This work presents the use of click graphs in improving query intent classifiers, which are critical if vertical search and general-purpose search services are to be offered in a ...
131
Voted
IJCAI
2003
15 years 4 months ago
2003
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
132
Voted
ANNPR
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. Automatic pattern classifiers that allow for on-line incremental learning can adapt internal class models efficiently in response to new information without retraining fr...
127
Voted
KBSE
2007
IEEE
15 years 9 months ago
2007
IEEE
Programmers have long used assertions to characterize properties of code. An assertion violation signals a corruption in the program state. At such a state, it is standard to term...