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CORR
2010
Springer
134views Education» more  CORR 2010»
14 years 12 months ago
Large Margin Multiclass Gaussian Classification with Differential Privacy
As increasing amounts of sensitive personal information is aggregated into data repositories, it has become important to develop mechanisms for processing the data without revealin...
Manas A. Pathak, Bhiksha Raj
CORR
2010
Springer
171views Education» more  CORR 2010»
14 years 10 months ago
Graphical Models Concepts in Compressed Sensing
This paper surveys recent work in applying ideas from graphical models and message passing algorithms to solve large scale regularized regression problems. In particular, the focu...
Andrea Montanari
HICSS
2002
IEEE
123views Biometrics» more  HICSS 2002»
15 years 4 months ago
On the Performance of a Survivability Architecture for Networked Computing Systems
This research focuses on the performance and timing behavior of a two level survivability architecture. The lower level of the architecture involves attack analysis based on kernel...
William S. Harrison, Axel W. Krings, Nadine Hanebu...
APVIS
2004
15 years 1 months ago
A Solar System Metaphor for 3D Visualisation of Object Oriented Software Metrics
Early detection of problems within a code base can save much effort and associated cost as time progresses. One method of performing routine assessment of code with a view to pre-...
Hamish Graham, Hong Yul Yang, Rebecca Berrigan
SIGIR
2009
ACM
15 years 6 months ago
Portfolio theory of information retrieval
This paper studies document ranking under uncertainty. It is tackled in a general situation where the relevance predictions of individual documents have uncertainty, and are depen...
Jun Wang, Jianhan Zhu