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COLT   2010 Annual Workshop on Computational Learning Theory
Wall of Fame | Most Viewed COLT-2010 Paper
COLT
2010
Springer
8 years 8 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
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