2683 search results - page 381 / 537 » Machine learning problems from optimization perspective |
127
Voted
STOC
2005
ACM
16 years 2 months ago
2005
ACM
We study an extension of the "standard" learning models to settings where observing the value of an attribute has an associated cost (which might be different for differ...
144
Voted
ISDA
2010
IEEE
15 years 17 days ago
2010
IEEE
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
198
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CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
Structured outputs such as multidimensional vectors or graphs are frequently encountered in real world pattern recognition applications such as computer vision, natural language pr...
124
Voted
PPSN
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. The game of Go has attracted much attention from the artificial intelligence community. A key feature of Go is that humans begin to learn on a small board, and then incr...
148
Voted
ICTAI
2008
IEEE
15 years 9 months ago
2008
IEEE
Ontologies are a well-motivated formal representation to model knowledge needed to extract and encode data from text. Yet, their tight integration with Information Extraction (IE)...