11910 search results - page 96 / 2382 » Online Learning Algorithms |
ECTEL
2009
Springer
13 years 8 months ago
2009
Springer
NIPS
2000
14 years 3 days 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...
COLT
2010
Springer
13 years 8 months ago
2010
Springer
COLT
2010
Springer
13 years 8 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...
COLT
2010
Springer
13 years 8 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...