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» A Use Case Based Approach to Feature Models' Construction
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ECAI
2004
Springer
15 years 12 months ago
A Generalized Quadratic Loss for Support Vector Machines
The standard SVM formulation for binary classification is based on the Hinge loss function, where errors are considered not correlated. Due to this, local information in the featu...
Filippo Portera, Alessandro Sperduti
COLT
2005
Springer
16 years 3 days ago
A PAC-Style Model for Learning from Labeled and Unlabeled Data
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
Maria-Florina Balcan, Avrim Blum
SIGMETRICS
2009
ACM
182views Hardware» more  SIGMETRICS 2009»
16 years 1 months ago
The age of gossip: spatial mean field regime
Disseminating a piece of information, or updates for a piece of information, has been shown to benefit greatly from simple randomized procedures, sometimes referred to as gossipi...
Augustin Chaintreau, Jean-Yves Le Boudec, Nikodin ...
USS
2008
15 years 9 months ago
CloudAV: N-Version Antivirus in the Network Cloud
Antivirus software is one of the most widely used tools for detecting and stopping malicious and unwanted files. However, the long term effectiveness of traditional hostbased anti...
Jon Oberheide, Evan Cooke, Farnam Jahanian
JFP
2006
113views more  JFP 2006»
15 years 6 months ago
Consistency of the theory of contexts
The Theory of Contexts is a type-theoretic axiomatization aiming to give a metalogical account of the fundamental notions of variable and context as they appear in Higher stract S...
Anna Bucalo, Furio Honsell, Marino Miculan, Ivan S...