2934 search results - page 484 / 587 » Hypothesis Spaces for Learning |
164
click to vote
COLT
2000
Springer
15 years 10 months ago
2000
Springer
Output coding is a general framework for solving multiclass categorization problems. Previous research on output codes has focused on building multiclass machines given predefine...
161
Voted
COLT
2000
Springer
15 years 10 months ago
2000
Springer
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
191
click to vote
COLT
1999
Springer
15 years 10 months ago
1999
Springer
—Support vector (SV) machines are linear classifiers that use the maximum margin hyperplane in a feature space defined by a kernel function. Until recently, the only bounds on th...
153
click to vote
ICCBR
1997
Springer
15 years 10 months ago
1997
Springer
Previous work on feature weighting for case-based learning algorithms has tended to use either global weights or weights that vary over extremely local regions of the case space. T...
159
click to vote
COLT
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. We present a unified and complete account of maximum entropy distribution estimation subject to constraints represented by convex potential functions or, alternatively, b...