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JMLR
2010
187views more  JMLR 2010»
15 years 2 months ago
SFO: A Toolbox for Submodular Function Optimization
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
Andreas Krause
SIGKDD
2010
183views more  SIGKDD 2010»
15 years 2 months ago
Inactive learning?: difficulties employing active learning in practice
Despite the tremendous level of adoption of machine learning techniques in real-world settings, and the large volume of research on active learning, active learning techniques hav...
Josh Attenberg, Foster J. Provost
CORR
2010
Springer
110views Education» more  CORR 2010»
15 years 5 months ago
Provenance and evidence in UniProtKB
Abstract. The primary mission of UniProt is to support biological research by maintaining a stable, comprehensive, fully classified, richly and accurately annotated protein sequenc...
Jerven Bolleman, Alain Gateau, Sebastien Gehant, N...
CDC
2010
IEEE
144views Control Systems» more  CDC 2010»
15 years 2 months ago
Effect of network structure on the stability margin of large vehicle formation with distributed control
We study the problem of distributed control of a large network of double-integrator agents to maintain a rigid formation. A few lead vehicles are given information on the desired t...
He Hao, Prabir Barooah, J. J. P. Veerman
WINET
2010
147views more  WINET 2010»
15 years 2 months ago
Energy-efficient protocols for wireless networks with adaptive MIMO capabilities
Transmission power control has been used in wireless networks to improve the channel reuse and/or reduce energy consumption. It has been mainly applied to single-input single-outp...
Mohammad Z. Siam, Marwan Krunz, Shuguang Cui, Alaa...