2934 search results - page 27 / 587 » Hypothesis Spaces for Learning |
143
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IANDC
2006
15 years 1 months ago
2006
Probabilistic verification of continuous-time stochastic processes has received increasing attention in the model-checking community in the past five years, with a clear focus on ...
119
Voted
COLT
2000
Springer
15 years 6 months ago
2000
Springer
We investigate the computational complexity of the task of detecting dense regions of an unknown distribution from un-labeled samples of this distribution. We introduce a formal l...
ICIP
2008
IEEE
15 years 8 months ago
2008
IEEE
We present the results of a systematic study of the contextual gain hypothesis for image classification. This hypothesis relates the traditional strategy of direct visual classi...
116
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CIDM
2009
IEEE
15 years 5 months ago
2009
IEEE
The graph classification problem is learning to classify separate, individual graphs in a graph database into two or more categories. A number of algorithms have been introduced fo...
96
Voted
SDM
2007
SIAM
15 years 3 months ago
2007
SIAM
We consider the supervised learning of a binary classifier from noisy observations. We use smooth boosting to linearly combine abstaining hypotheses, each of which maps a subcube...