683 search results - page 68 / 137 » Generalization Bounds for Learning Kernels |
138
click to vote
FOCS
2005
IEEE
15 years 9 months ago
2005
IEEE
We prove the first non-trivial (super linear) lower bound in the noisy broadcast model, defined by El Gamal in [6]. In this model there are n + 1 processors P0, P1, . . . , Pn, ...
136
click to vote
JMLR
2008
15 years 3 months ago
2008
We introduce a computationally feasible, "constructive" active learning method for binary classification. The learning algorithm is initially formulated for separable cl...
142
click to vote
JMLR
2010
14 years 10 months ago
2010
Bandit algorithms are concerned with trading exploration with exploitation where a number of options are available but we can only learn their quality by experimenting with them. ...
112
click to vote
ICPR
2002
IEEE
15 years 8 months ago
2002
IEEE
This paper describes a novel application of Statistical Learning Theory (SLT) for motion prediction. SLT provides analytical VC-generalization bounds for model selection; these bo...
128
click to vote
IJCNN
2000
IEEE
15 years 8 months ago
2000
IEEE
A product unit is a formal neuron that multiplies its input values instead of summingthem. Furthermore, it has weights acting as exponents instead of being factors. We investigate...