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JMLR
2010
161views more  JMLR 2010»
14 years 5 months ago
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
We consider regularized stochastic learning and online optimization problems, where the objective function is the sum of two convex terms: one is the loss function of the learning...
Lin Xiao
WACV
2012
IEEE
13 years 6 months ago
Online discriminative object tracking with local sparse representation
We propose an online algorithm based on local sparse representation for robust object tracking. Local image patches of a target object are represented by their sparse codes with a...
Qing Wang, Feng Chen, Wenli Xu, Ming-Hsuan Yang
CVPR
2010
IEEE
15 years 8 months ago
Online Visual Vocabulary Pruning Using Pairwise Constraints
Given a pair of images represented using bag-of-visual words and a label corresponding to whether the images are “related”(must-link constraint) or “unrelated” (must not li...
Pavan Mallapragada, Rong Jin and Anil Jain
DAC
2009
ACM
15 years 5 months ago
On-line thermal aware dynamic voltage scaling for energy optimization with frequency/temperature dependency consideration
With new technologies, temperature has become a major issue to be considered at system level design. Without taking temperature aspects into consideration, no approach to energy o...
Min Bao, Alexandru Andrei, Petru Eles, Zebo Peng
DATE
2009
IEEE
88views Hardware» more  DATE 2009»
15 years 5 months ago
Program phase and runtime distribution-aware online DVFS for combined Vdd/Vbb scaling
Abstract—Complex software programs are mostly characterized by phase behavior and runtime distributions. Due to the dynamism of the two characteristics, it is not efficient to m...
Jungsoo Kim, Sungjoo Yoo, Chong-Min Kyung