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» On Active and Passive Testing
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JMLR
2010
82views more  JMLR 2010»
14 years 4 months ago
Negative Results for Active Learning with Convex Losses
We study the problem of active learning with convex loss functions. We prove that even under bounded noise constraints, the minimax rates for proper active learning are often no b...
Steve Hanneke, Liu Yang
CEAS
2005
Springer
15 years 3 months ago
Good Word Attacks on Statistical Spam Filters
Unsolicited commercial email is a significant problem for users and providers of email services. While statistical spam filters have proven useful, senders of spam are learning ...
Daniel Lowd, Christopher Meek
NIPS
2008
14 years 11 months ago
Human Active Learning
We investigate a topic at the interface of machine learning and cognitive science. Human active learning, where learners can actively query the world for information, is contraste...
Rui M. Castro, Charles Kalish, Robert Nowak, Ruich...
SAC
2009
ACM
15 years 4 months ago
A passive conformance testing approach for a MANET routing protocol
In this paper we propose a passive conformance testing technique applied to a Mobile ad hoc network (MANET) routing protocol, OLSR, that is characterized by a dynamically changing...
Ana R. Cavalli, Stéphane Maag, Edgardo Mont...
GLOBECOM
2008
IEEE
14 years 9 months ago
Security Rules Specification and Analysis Based on Passive Testing
Security is a critical issue in dynamic and open distributed environments such as network-based services or wireless networks. To ensure that a certain level of security is maintai...
Wissam Mallouli, Fayçal Bessayah, Ana R. Ca...