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» Sequential Instance-Based Learning
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ESWS
2008
Springer
13 years 9 months ago
Instance Based Clustering of Semantic Web Resources
Abstract. The original Semantic Web vision was explicit in the need for intelligent autonomous agents that would represent users and help them navigate the Semantic Web. We argue t...
Gunnar Aastrand Grimnes, Peter Edwards, Alun D. Pr...
IJCAI
2007
13 years 9 months ago
Optimistic Active-Learning Using Mutual Information
An “active learning system” will sequentially decide which unlabeled instance to label, with the goal of efficiently gathering the information necessary to produce a good cla...
Yuhong Guo, Russell Greiner
COLT
2008
Springer
13 years 9 months ago
On-line Sequential Bin Packing
András György, Gábor Lugosi, Gy...
ICML
2009
IEEE
14 years 8 months ago
Sequential Bayesian prediction in the presence of changepoints
Roman Garnett, Michael A. Osborne, Stephen J. Robe...
NIPS
2008
13 years 9 months ago
Structure Learning in Human Sequential Decision-Making
We use graphical models and structure learning to explore how people learn policies in sequential decision making tasks. Studies of sequential decision-making in humans frequently...
Daniel Acuña, Paul R. Schrater