8 search results - page 2 / 2 » Rigorous Learning Curve Bounds from Statistical Mechanics |
CVPR
2007
IEEE
14 years 7 months ago
2007
IEEE
Many low-level vision algorithms assume a prior probability over images, and there has been great interest in trying to learn this prior from examples. Since images are very non G...
ICASSP
2011
IEEE
12 years 9 months ago
2011
IEEE
In many applications decisions must be made about the state of an object based on indirect noisy observation of highdimensional data. An example is the determination of the presen...
IJCAI
1989
13 years 7 months ago
1989
This paper considers the Valiant framework as it is applied to the task of learning logical concepts from random examples. It is argued that the current interpretation of this Val...