1301 search results - page 39 / 261 » Bounded Version Vectors |
149
click to vote
PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
128
Voted
COLT
2001
Springer
15 years 8 months ago
2001
Springer
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
121
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
In this paper, a new algorithm for robust adaptive beamforming is developed. The basic idea of the proposed algorithm is to estimate the difference between the actual and presumed...
136
click to vote
IPPS
2005
IEEE
15 years 9 months ago
2005
IEEE
This paper proposes, for the FPGA-based embedded systems, a reliability-aware process scheduling strategy that operates under performance bounds. A unique characteristic of the pr...
118
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
The kernel Perceptron is an appealing online learning algorithm that has a drawback: whenever it makes an error it must increase its support set, which slows training and testing ...