2665 search results - page 275 / 533 » Bundle Methods for Machine Learning |
135
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
132
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Many difficult visual perception problems, like 3D human motion estimation, can be formulated in terms of inference using complex generative models, defined over high-dimensional ...
121
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ALT
1994
Springer
15 years 7 months ago
1994
Springer
This paper presents a method of extracting subprograms from background knowledge. Most studies on learning logic programs so far developed are mainly concerned with pure Prolog, so...
145
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IVC
2008
15 years 3 months ago
2008
This paper presents an object categorization method. Our approach involves the following aspects of cognitive vision : machine learning and knowledge representation. A major eleme...
139
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ML
2006
ACM
15 years 3 months ago
2006
ACM
Abstract This paper proposes a new tree-based ensemble method for supervised classification and regression problems. It essentially consists of randomizing strongly both attribute ...