99 search results - page 1 / 20 » Ranking and Scoring Using Empirical Risk Minimization |
83
Voted
COLT
2005
Springer
15 years 4 months ago
2005
Springer
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
85
Voted
NIPS
2008
15 years 10 days ago
2008
ROC curves are one of the most widely used displays to evaluate performance of scoring functions. In the paper, we propose a statistical method for directly optimizing the ROC cur...
67
Voted
3DOR
2008
15 years 1 months ago
2008
ICASSP
2010
IEEE
14 years 5 months ago
2010
IEEE
This paper proposes a method to optimize Viterbi beam search based on search error risk minimization in large vocabulary continuous speech recognition (LVCSR). Most speech recogni...
112
Voted
KDD
2009
ACM
15 years 11 months ago
2009
ACM
Active and semi-supervised learning are important techniques when labeled data are scarce. Recently a method was suggested for combining active learning with a semi-supervised lea...