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AAAI
2010
15 years 2 months ago
Smooth Optimization for Effective Multiple Kernel Learning
Multiple Kernel Learning (MKL) can be formulated as a convex-concave minmax optimization problem, whose saddle point corresponds to the optimal solution to MKL. Most MKL methods e...
Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu...
ICC
2009
IEEE
146views Communications» more  ICC 2009»
14 years 10 months ago
Multi-Hop Aggregate Information Efficiency in Wireless Ad Hoc Networks
Abstract--We introduce multi-hop aggregate information efficiency (MIEA), a comprehensive metric that captures several performance-affecting factors of wireless ad hoc networks in ...
Pedro Henrique Juliano Nardelli, Giuseppe Thadeu F...
TMM
2010
410views Management» more  TMM 2010»
14 years 7 months ago
On Energy Efficient Encryption for Video Streaming in Wireless Sensor Networks
Abstract--Selective encryption for video streaming was proposed for efficient multimedia content protection. However, the issues on joint optimization of video quality, content pro...
Wei Wang, Michael Hempel, Dongming Peng, Honggang ...
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ICCCN
2007
IEEE
15 years 4 months ago
Fair Efficiency, or Low Average Delay without Starvation
Abstract-- Elastic applications are primarily interested in minimal delay achievable for their messages under current network load. In this paper, we investigate how to transmit su...
Sergey Gorinsky, Christoph Jechlitschek
FGR
2004
IEEE
131views Biometrics» more  FGR 2004»
15 years 4 months ago
Active Morphable Model: An Efficient Method for Face Analysis
Multidimensional Morphable Model is a powerful model to analyze and synthesize human faces. However, the stochastic gradient descent algorithm adopted to match the Morphable Model...
Xun Xu, Changshui Zhang, Thomas S. Huang