733 search results - page 71 / 147 » Learning Riemannian Metrics |
148
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TIT
1998
15 years 6 months ago
1998
We show that if the closureof a function class F under the metric induced by some probability distribution is not convex, then the sample complexity for agnostically learning F wi...
148
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
Current semi-supervised incremental learning approaches select unlabeled examples with predicted high confidence for model re-training. We show that for many applications this dat...
161
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IROS
2008
IEEE
16 years 22 days ago
2008
IEEE
— We present a topological navigation system that is able to visually recognize the different rooms of an apartment and guide a robot between them. Specifically tailored for sma...
155
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ECAI
2004
Springer
15 years 11 months ago
2004
Springer
It is possible to model avatars that learn to simulate object manipulations and other complex actions. A number of applications may benefit from this technique including safety, e...
163
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BIS
2008
15 years 7 months ago
2008
In this paper we present Evaluate, a platform for learning performance monitoring. Evaluate manages a number of artefacts that can be used to monitor learning performance, like met...