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ML
2008
ACM
15 years 6 months ago
A bias/variance decomposition for models using collective inference
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
JUCS
2006
112views more  JUCS 2006»
15 years 6 months ago
Construction of Wavelets and Applications
: A sequence of increasing translation invariant subspaces can be defined by the Haar-system (or generally by wavelets). The orthogonal projection to the subspaces generates a deco...
Ildikó László, Ferenc Schipp,...
IEICET
2007
90views more  IEICET 2007»
15 years 6 months ago
A Scalable Model of Shielded Capacitors Using Mirror Image Effects
The comb capacitor models based on the measurement is reported. However, there are a problem of not scalable model and not corresponding to the millimeter wave and the sub millimet...
Koji Ishibashi, Ivan Chee Hong Lai, Kyoya Takano, ...
TWC
2008
147views more  TWC 2008»
15 years 6 months ago
Asymmetric cooperation among wireless relays with linear precoding
Wireless relays extend coverage, improve spectral efciency, and enhance reliability and rates of wireless cellular communication systems. In this work, we introduce the fundamental...
Natasha Devroye, Neelesh B. Mehta, Andreas F. Moli...
CORR
2002
Springer
123views Education» more  CORR 2002»
15 years 6 months ago
Survey propagation: an algorithm for satisfiability
: We study the satisfiability of randomly generated formulas formed by M clauses of exactly K literals over N Boolean variables. For a given value of N the problem is known to be m...
Alfredo Braunstein, Marc Mézard, Riccardo Z...