10054 search results - page 495 / 2011 » On the Complexity of Function Learning |
145
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ICDM
2005
IEEE
15 years 12 months ago
2005
IEEE
Adaptive clustering uses external feedback to improve cluster quality; past experience serves to speed up execution time. An adaptive clustering environment is proposed that uses ...
142
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ICANN
2003
Springer
15 years 11 months ago
2003
Springer
Abstract. This paper proposes a general approach named ExpectationMiniMax (EMM) for clustering analysis without knowing the cluster number. It describes the contrast function of Ex...
151
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FOCS
2008
IEEE
16 years 21 days ago
2008
IEEE
We introduce several generalizations of classical computer science problems obtained by replacing simpler objective functions with general submodular functions. The new problems i...
213
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COLT
2010
Springer
15 years 4 months ago
2010
Springer
Bandit convex optimization is a special case of online convex optimization with partial information. In this setting, a player attempts to minimize a sequence of adversarially gen...
126
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CIMCA
2005
IEEE
15 years 12 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 ...