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195
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
Variable selection for cluster analysis is a difficult problem. The difficulty originates not only from the lack of class information but also the fact that high-dimensional data ...
256
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
228
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
Learning undirected graphical models such as Markov random fields is an important machine learning task with applications in many domains. Since it is usually intractable to learn...
203
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We consider the problem of how to improve the efficiency of Multiple Kernel Learning (MKL). In literature, MKL is often solved by an alternating approach: (1) the minimization of ...
200
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ASSETS
2010
ACM
15 years 7 months ago
2010
ACM
After a stroke or brain injury, it may be more difficult to understand language and communicate with others. Speechlanguage therapy may help an individual regain language and cope...