1034 search results - page 120 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
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CVPR
2006
IEEE
15 years 4 months ago
2006
IEEE
In region-based image annotation, keywords are usually associated with images instead of individual regions in the training data set. This poses a major challenge for any learning...
94
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We consider the task of driving a remote control car at high speeds through unstructured outdoor environments. We present an approach in which supervised learning is first used to...
116
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DAWAK
2005
Springer
15 years 6 months ago
2005
Springer
Data mining and machine learning must confront the problem of pattern maintenance because data updating is a fundamental operation in data management. Most existing data-mining alg...
118
Voted
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
94
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
Our goal is to automatically identify which species of bird is present in an audio recording using supervised learning. Devising effective algorithms for bird species classificati...