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2000
Springer
16 years 3 months ago
On the Noise Model of Support Vector Machines Regression
Abstract. Support Vector Machines Regression (SVMR) is a learning technique where the goodness of fit is measured not by the usual quadratic loss function (the mean square error),...
Massimiliano Pontil, Sayan Mukherjee, Federico Gir...
CVPR
2010
IEEE
16 years 2 months ago
Pareto-optimal Dictionaries for Signatures
We present an effective method to optimize over the parameters of an image patch descriptor to obtain one that is computationally more efficient while maintaining a high recogniti...
Michael Calonder, Vincent Lepetit, Pascal Fua
CVPR
2010
IEEE
16 years 2 months ago
Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition
Recent work shows how to use local spatio-temporal features to learn models of realistic human actions from video. However, existing methods typically rely on a predefined spatial...
Adriana Kovashka, Kristen Grauman
HICSS
2009
IEEE
209views Biometrics» more  HICSS 2009»
16 years 1 months ago
SIDD: A Framework for Detecting Sensitive Data Exfiltration by an Insider Attack
Detecting and mitigating insider threat is a critical element in the overall information protection strategy. By successfully implementing tactics to detect this threat, organizat...
Yali Liu, Cherita L. Corbett, Ken Chiang, Rennie A...
ISORC
2009
IEEE
16 years 1 months ago
Property Preservation and Composition with Guarantees: From ASSERT to CHESS
While the demand for high-integrity applications continues to rise, industrial developers seek cost effective development strategies that are capable of delivering the required gu...
Tullio Vardanega