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» On Random Betweenness Constraints
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CVPR
2008
IEEE
15 years 7 months ago
Joint multi-label multi-instance learning for image classification
In real world, an image is usually associated with multiple labels which are characterized by different regions in the image. Thus image classification is naturally posed as both ...
Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong W...
CORR
2008
Springer
64views Education» more  CORR 2008»
15 years 6 months ago
Linearly Parameterized Bandits
We consider bandit problems involving a large (possibly infinite) collection of arms, in which the expected reward of each arm is a linear function of an r-dimensional random vect...
Paat Rusmevichientong, John N. Tsitsiklis
FUIN
2008
98views more  FUIN 2008»
15 years 6 months ago
A Restarted Strategy for Efficient Subsumption Testing
We study runtime distributions of subsumption testing. On graph data randomly sampled from two different generative models we observe a gradual growth of the tails of the distribut...
Ondrej Kuzelka, Filip Zelezný
JDCTA
2008
88views more  JDCTA 2008»
15 years 6 months ago
A Key Distribution method for Reducing Storage and Supporting High Level Security in the Large-scale WSN
In WSNs, since the attacks, such as jamming or eavesdropping without physical access, easily occur, security is one of the important requirements for WSNs. The key pre-distributio...
Yoon-Su Jeong, Yong-Tae Kim, Gil-Cheol Park, Sang ...
CSDA
2007
151views more  CSDA 2007»
15 years 6 months ago
Robust semiparametric mixing for detecting differentially expressed genes in microarray experiments
An important goal of microarray studies is the detection of genes that show significant changes in observed expressions when two or more classes of biological samples such as tre...
Marco Alfò, Alessio Farcomeni, Luca Tardell...