1897 search results - page 132 / 380 » Sparse Additive Machine |
99
Voted
COLT
2006
Springer
15 years 4 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...
101
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ECML
2006
Springer
15 years 4 months ago
2006
Springer
Minimum volume covering ellipsoid estimation is important in areas such as systems identification, control, video tracking, sensor management, and novelty detection. It is well kno...
91
Voted
LREC
2010
15 years 2 months ago
2010
This paper describes our resource-building results for an eight-week JHU Human Language Technology Center of Excellence Summer Camp for Applied Language Exploration (SCALE-2009) o...
101
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We develop a novel online learning algorithm for the group lasso in order to efficiently find the important explanatory factors in a grouped manner. Different from traditional bat...
114
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...