3097 search results - page 63 / 620 » Adaptive Manifold Learning |
132
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Intuitively, learning should be easier when the data points lie on a low-dimensional submanifold of the input space. Recently there has been a growing interest in algorithms that ...
162
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ICALT
2010
IEEE
15 years 2 months ago
2010
IEEE
—Due to the difficulty and thus effort and expenses involved in creating them, personalization strategies in learning environments have to demonstrate a higher returnon-investmen...
131
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ECCV
2008
Springer
16 years 5 months ago
2008
Springer
Abstract. This paper presents an online learning algorithm for appearancebased gaze estimation that allows free head movement in a casual desktop environment. Our method avoids the...
119
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
In this paper, we present a robust feature extraction framework based on informationtheoretic learning. Its formulated objective aims at simultaneously maximizing the Renyi's...
148
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COLT
2000
Springer
15 years 8 months ago
2000
Springer
The present paper deals with the averagecase complexity of various algorithms for learning univariate polynomials. For this purpose an appropriate framework is introduced. Based o...