6715 search results - page 364 / 1343 » Learning from a Test Set |
132
Voted
ECML
2006
Springer
15 years 8 months ago
2006
Springer
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. We approach this setting from a case-based perspective and propo...
159
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IROS
2008
IEEE
15 years 11 months ago
2008
IEEE
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
106
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CIMCA
2005
IEEE
15 years 10 months ago
2005
IEEE
Despite the tremendous progress in robotic hardware and in both sensorial and computing efficiencies the performance of contemporary autonomous robots is still far below that of ...
133
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ACSC
2000
IEEE
15 years 9 months ago
2000
IEEE
The World Wide Web has transformed itself in the last few years from a simple state-less multimedia platform to a global distributed processing environment. As Web computing gains...
130
Voted
NIPS
2008
15 years 6 months ago
2008
We apply robust Bayesian decision theory to improve both generative and discriminative learners under bias in class proportions in labeled training data, when the true class propo...