CORR
2011
Springer
13 years 3 months ago
2011
Springer
Boosting is a popular way to derive powerful learners from simpler hypothesis classes. Following previous work (Mason et al., 1999; Friedman, 2000) on general boosting frameworks,...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
CORR
2011
Springer
13 years 3 months ago
2011
Springer
Recent Microsoft security bulletins show that kernel vulnerabilities are becoming more and more important security threats. Despite the pretty extensive security mitigations many ...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
We introduce an algorithm that, given n objects, learns a similarity matrix over all n2 pairs, from crowdsourced data alone. The algorithm samples responses to adaptively chosen t...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
Searching for optimal ways in a network is an important task in multiple application areas such as social networks, co-citation graphs or road networks. In the majority of applicat...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
We consider a suboptimal solution path algorithm for the Support Vector Machine. The solution path algorithm is an effective tool for solving a sequence of a parametrized optimiz...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
CORR
2011
Springer
13 years 3 months ago
2011
Springer
CORR
2011
Springer
13 years 3 months ago
2011
Springer
Data Security is a major issue in any web-based application. There have been approaches to handle intruders in any system, however, these approaches are not fully trustable; evide...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...