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» Adaptive Online Gradient Descent
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COLT
2010
Springer
14 years 7 months ago
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
John Duchi, Elad Hazan, Yoram Singer
74
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TCOM
2010
94views more  TCOM 2010»
14 years 8 months ago
Blind carrier phase acquisition and tracking for 8-VSB signals
—A blind carrier phase derotator can be employed to correct and track carrier phase offset either before or after equalization in a blind adaptive receiver. This work proposes a ...
Jenq-Tay Yuan, Yong-Fu Huang
CISIS
2008
IEEE
15 years 4 months ago
Adaptive Computational Chemotaxis in Bacterial Foraging Algorithm
Some researchers have illustrated how individual and groups of bacteria forage for nutrients and to model it as a distributed optimization process, which is called the Bacterial F...
Sambarta Dasgupta, Arijit Biswas, Ajith Abraham, S...
SIGPRO
2008
151views more  SIGPRO 2008»
14 years 9 months ago
An adaptive penalized maximum likelihood algorithm
The LMS algorithm is one of the most popular learning algorithms for identifying an unknown system. Many variants of the algorithm have been developed based on different problem f...
Guang Deng, Wai-Yin Ng
FGR
2004
IEEE
141views Biometrics» more  FGR 2004»
15 years 1 months ago
Smart Particle Filtering for 3D Hand Tracking
Solving the tracking of an articulated structure in a reasonable time is a complex task mainly due to the high dimensionality of the problem. A new optimization method, called Sto...
Matthieu Bray, Esther Koller-Meier, Luc J. Van Goo...