11910 search results - page 96 / 2382 » Online Learning Algorithms |
100
Voted
ECTEL
2009
Springer
14 years 10 months ago
2009
Springer
101
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NIPS
2000
15 years 1 months ago
2000
A new incremental learning algorithm is described which approximates the maximal margin hyperplane w.r.t. norm p 2 for a set of linearly separable data. Our algorithm, called alm...
71
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
112
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...
107
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We present a new method for regularized convex optimization and analyze it under both online and stochastic optimization settings. In addition to unifying previously known firstor...