297 search results - page 8 / 60 » Choosing a Reliable Hypothesis |
115
Voted
COLT
1998
Springer
15 years 6 months ago
1998
Springer
Most of the work which attempts to give bounds on the generalization error of the hypothesis generated by a learning algorithm is based on methods from the theory of uniform conve...
110
Voted
MIE
2008
15 years 3 months ago
2008
In medicine many exceptions occur. In medical practise and in knowledge-based systems too, it is necessary to consider them and to deal with them appropriately. In medical studies ...
AAAI
2008
15 years 4 months ago
2008
We consider the following setting: a decision maker must make a decision based on reported data points with binary labels. Subsets of data points are controlled by different selfi...
137
Voted
TCS
2011
14 years 8 months ago
2011
An active learner has a collection of data points, each with a label that is initially hidden but can be obtained at some cost. Without spending too much, it wishes to find a cla...
103
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SAFECOMP
2000
Springer
15 years 5 months ago
2000
Springer
Fault tolerant systems based on the use of software design diversity may be able to achieve high levels of reliability more cost-effectively than other approaches, such as heroic ...