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ICML
2008
IEEE
14 years 10 months ago
A dual coordinate descent method for large-scale linear SVM
In many applications, data appear with a huge number of instances as well as features. Linear Support Vector Machines (SVM) is one of the most popular tools to deal with such larg...
Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin, S. Sat...
EUROSYS
2008
ACM
14 years 7 months ago
Replication degree customization for high availability
Object replication is a common approach to enhance the availability of distributed data-intensive services and storage systems. Many such systems are known to have highly skewed o...
Ming Zhong, Kai Shen, Joel I. Seiferas
AINA
2008
IEEE
14 years 4 months ago
A Peer-to-Peer Approach for Mobile File Transfer in Opportunistic People Networks
With wireless technologies extending to every part of our daily lives, mobile networking applications are becoming increasingly popular for accessing the Internet. In this paper, ...
Ling-Jyh Chen, Ting-Kai Huang
ECCV
2008
Springer
14 years 11 months ago
Dynamic Integration of Generalized Cues for Person Tracking
Abstract. We present an approach for the dynamic combination of multiple cues in a particle filter-based tracking framework. The proposed algorithm is based on a combination of dem...
Kai Nickel, Rainer Stiefelhagen
NSDI
2008
14 years 5 days ago
Exploiting Machine Learning to Subvert Your Spam Filter
Using statistical machine learning for making security decisions introduces new vulnerabilities in large scale systems. This paper shows how an adversary can exploit statistical m...
Blaine Nelson, Marco Barreno, Fuching Jack Chi, An...