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JMLR
2010
117views more  JMLR 2010»
13 years 5 months ago
Bayesian Online Learning for Multi-label and Multi-variate Performance Measures
Many real world applications employ multivariate performance measures and each example can belong to multiple classes. The currently most popular approaches train an SVM for each ...
Xinhua Zhang, Thore Graepel, Ralf Herbrich
TCAD
2010
168views more  TCAD 2010»
13 years 5 months ago
An MILP-Based Performance Analysis Technique for Non-Preemptive Multitasking MPSoC
For real-time applications, it is necessary to estimate the worst-case performance early in the design process without actual hardware implementation. While the non-preemptive task...
Hoeseok Yang, Sungchan Kim, Soonhoi Ha
TCOM
2010
65views more  TCOM 2010»
13 years 5 months ago
Max-matching diversity in OFDMA systems
Abstract--This paper considers the problem of optimal subcarrier allocation in OFDMA systems to achieve the minimum outage probability while guaranteeing fairness. The optimal subc...
Bo Bai, Wei Chen, Zhigang Cao, Khaled Ben Letaief
ICDE
2011
IEEE
238views Database» more  ICDE 2011»
13 years 2 months ago
Join queries on uncertain data: Semantics and efficient processing
— Uncertain data is quite common nowadays in a variety of modern database applications. At the same time, the join operation is one of the most important but expensive operations...
Tingjian Ge
WIOPT
2011
IEEE
13 years 2 months ago
Network utility maximization over partially observable Markovian channels
Abstract—This paper considers maximizing throughput utility in a multi-user network with partially observable Markov ON/OFF channels. Instantaneous channel states are never known...
Chih-Ping Li, Michael J. Neely