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» A New Approach to Planning in Networks
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CIKM
2010
Springer
15 years 4 months ago
Regularization and feature selection for networked features
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
Hongliang Fei, Brian Quanz, Jun Huan
ICML
2010
IEEE
15 years 7 months ago
Interactive Submodular Set Cover
We introduce a natural generalization of submodular set cover and exact active learning with a finite hypothesis class (query learning). We call this new problem interactive submo...
Andrew Guillory, Jeff Bilmes
CN
2002
112views more  CN 2002»
15 years 6 months ago
Performance evaluation of a queue fed by a Poisson Pareto burst process
This paper provides means for performance evaluation of a queue with Poisson Pareto Burst Process (PPBP) input. Because of the long range dependent nature of the PPBP, straightfor...
Ron Addie, Timothy D. Neame, Moshe Zukerman
WISTP
2010
Springer
16 years 1 months ago
Trust in Peer-to-Peer Content Distribution Protocols
Abstract. The distribution of virtual goods like multimedia data relies on the trustworthiness of the distribution system. Recent concepts for the distribution based on peer to pee...
Nicolai Kuntze, Carsten Rudolph, Andreas Fuchs
IJCNN
2006
IEEE
16 years 19 days ago
Reinforcement Learning for Platform-Independent Visual Robot Control
—This paper proposes a new architecture for robot control. A test scenario is outlined to test the proposed system and enable a comparison with an existing system, which is able ...
David Muse, Kevin Burn, Stefan Wermter