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AAAI
2010
13 years 8 months ago
Bayesian Policy Search for Multi-Agent Role Discovery
Bayesian inference is an appealing approach for leveraging prior knowledge in reinforcement learning (RL). In this paper we describe an algorithm for discovering different classes...
Aaron Wilson, Alan Fern, Prasad Tadepalli
ICASSP
2010
IEEE
13 years 7 months ago
Algorithms for robust linear regression by exploiting the connection to sparse signal recovery
In this paper, we develop algorithms for robust linear regression by leveraging the connection between the problems of robust regression and sparse signal recovery. We explicitly ...
Yuzhe Jin, Bhaskar D. Rao
JOT
2006
114views more  JOT 2006»
13 years 7 months ago
A Classification Framework for Software Reuse
Software reuse is commonly used to leverage existing assets and to reduce development cost and time. Reuse can be accomplished by several different mechanisms. This paper describe...
Vitaly Khusidman, David Murray Bridgeland
MCS
2009
Springer
14 years 2 months ago
When Semi-supervised Learning Meets Ensemble Learning
Abstract. Semi-supervised learning and ensemble learning are two important learning paradigms. The former attempts to achieve strong generalization by exploiting unlabeled data; th...
Zhi-Hua Zhou
SOUPS
2009
ACM
14 years 2 months ago
Treat 'em like other devices: user authentication of multiple personal RFID tags
User-to-tag authentication can prevent a variety of potential attacks on personal RFID tags. In this poster, a new RFID authentication scheme is presented that allows a user to co...
Nitesh Saxena, Md. Borhan Uddin, Jonathan Voris