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» Kernel Methods for Pattern Analysis
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CCS
2009
ACM
15 years 9 months ago
A framework for quantitative security analysis of machine learning
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
Pavel Laskov, Marius Kloft
ISPD
2004
ACM
161views Hardware» more  ISPD 2004»
15 years 7 months ago
Early-stage power grid analysis for uncertain working modes
High performance integrated circuits are now reaching the 100-plus watt regime, and power delivery and power grid signal integrity have become critical. Analyzing the performance ...
Haifeng Qian, Sani R. Nassif, Sachin S. Sapatnekar
CONCUR
2010
Springer
15 years 3 months ago
Buffered Communication Analysis in Distributed Multiparty Sessions
Many communication-centred systems today rely on asynchronous messaging among distributed peers to make efficient use of parallel execution and resource access. With such asynchron...
Pierre-Malo Deniélou, Nobuko Yoshida
PRL
2010
209views more  PRL 2010»
14 years 9 months ago
Efficient update of the covariance matrix inverse in iterated linear discriminant analysis
For fast classification under real-time constraints, as required in many imagebased pattern recognition applications, linear discriminant functions are a good choice. Linear discr...
Jan Salmen, Marc Schlipsing, Christian Igel
ICB
2007
Springer
134views Biometrics» more  ICB 2007»
15 years 8 months ago
Singular Points Analysis in Fingerprints Based on Topological Structure and Orientation Field
Abstract. As an important feature of fingerprints, singular points (includingcores and deltas) not only represent the local ridge pattern characteristics, but also determine the to...
Jie Zhou, Jinwei Gu, David Zhang