1080 search results - page 81 / 216 » Hedging predictions in machine learning |
148
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We introduce a novel approach to incorporating domain knowledge into Support Vector Machines to improve their example efficiency. Domain knowledge is used in an Explanation Based ...
135
Voted
ECML
2004
Springer
15 years 10 months ago
2004
Springer
Regression methods aim at inducing models of numeric data. While most state-of-the-art machine learning methods for regression focus on inducing piecewise regression models (regres...
130
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. We consider the design of online master algorithms for combining the predictions from a set of experts where the absolute loss of the master is to be close to the absolut...
146
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CORR
1998
Springer
15 years 4 months ago
1998
Springer
In this paper, we present a method for identifying discourse marker usage in spontaneous speech based on machine learning. Discourse markers are denoted by special POS tags, and t...
175
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ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
In the realm of multilabel classification (MLC), it has become an opinio communis that optimal predictive performance can only be achieved by learners that explicitly take label d...