2363 search results - page 345 / 473 » Learning Algorithms for Domain Adaptation |
99
Voted
AAMAS
2007
Springer
15 years 18 days ago
2007
Springer
Abstract. In the multiagent meeting scheduling problem, agents negotiate with each other on behalf of their users to schedule meetings. While a number of negotiation approaches hav...
70
Voted
ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
We present a trainable sequential-inference technique for processes with large state and observation spaces and relational structure. Our method assumes "reliable observation...
105
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ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
This paper addresses the problem of constructing good action selection policies for agents acting in partially observable environments, a class of problems generally known as Part...
89
Voted
AI
2009
Springer
15 years 7 months ago
2009
Springer
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
92
Voted
JAIR
2008
15 years 14 days ago
2008
Machine learning techniques are gaining prevalence in the production of a wide range of classifiers for complex real-world applications with nonuniform testing and misclassificati...