2861 search results - page 81 / 573 » Parallel Online Learning |
173
click to vote
AAAI
2011
14 years 2 months ago
2011
Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
118
click to vote
SDM
2009
SIAM
15 years 11 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
151
click to vote
CORR
2010
Springer
14 years 9 months ago
2010
Springer
We consider an opportunistic spectrum access (OSA) problem where the time-varying condition of each channel (e.g., as a result of random fading or certain primary users' activ...
140
click to vote
JMLR
2008
15 years 2 months ago
2008
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
100
click to vote
TARK
2007
Springer
15 years 8 months ago
2007
Springer
We relate regret minimization to various online learning tasks, and most notable option pricing.