716 search results - page 76 / 144 » Optimizing Sorting with Machine Learning Algorithms |
112
click to vote
COLT
2000
Springer
15 years 6 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...
123
Voted
ALT
2006
Springer
15 years 11 months ago
2006
Springer
Most of the existing active learning algorithms are based on the realizability assumption: The learner’s hypothesis class is assumed to contain a target function that perfectly c...
105
click to vote
ECML
2006
Springer
15 years 6 months ago
2006
Springer
The standard approach for learning Markov Models with Hidden State uses the Expectation-Maximization framework. While this approach had a significant impact on several practical ap...
126
click to vote
SADM
2010
15 years 21 days ago
2010
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
132
click to vote
ML
2007
ACM
15 years 1 months ago
2007
ACM
We prove new lower bounds for learning intersections of halfspaces, one of the most important concept classes in computational learning theory. Our main result is that any statist...