2464 search results - page 444 / 493 » Efficient learning equilibrium |
NAACL
2010
13 years 7 months ago
2010
We present a random-walk-based approach to learning paraphrases from bilingual parallel corpora. The corpora are represented as a graph in which a node corresponds to a phrase, an...
SIGSOFT
2010
ACM
13 years 7 months ago
2010
ACM
This article proposes a research agenda aimed at enabling optimized testing and analysis processes and tools to support component-based software development communities. We hypoth...
SRDS
2010
IEEE
13 years 7 months ago
2010
IEEE
This paper presents an instance based approach to diagnosing failures in computing systems. Owing to the fact that a large portion of occurred failures are repeated ones, our meth...
TMA
2010
Springer
13 years 7 months ago
2010
Springer
Abstract. The network measurement community has proposed multiple machine learning (ML) methods for traffic classification during the last years. Although several research works ha...
ACL
2009
13 years 7 months ago
2009
Stochastic gradient descent (SGD) uses approximate gradients estimated from subsets of the training data and updates the parameters in an online fashion. This learning framework i...