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TIT
1998
63views more  TIT 1998»
13 years 10 months ago
On the Consistency of Minimum Complexity Nonparametric Estimation
— Nonparametric estimation is usually inconsistent without some form of regularization. One way to impose regularity is through a prior measure. Barron and Cover [1], [2] have sh...
Zhiyi Chi, Stuart Geman
JCP
2007
143views more  JCP 2007»
13 years 10 months ago
Alternatives for In-Service BER Estimation in All-Optical Networks: Towards Minimum Intrusion
— Combining the existing approaches for optical intelligence and the speed and capacity of light is undoubtedly the only viable strategy for building future-proof, highspeed netw...
Carolina Pinart
VTC
2006
IEEE
156views Communications» more  VTC 2006»
14 years 4 months ago
Adaptive MBER Space-Time DFE Assisted Multiuser Detection for SDMA Systems
In this contribution we propose a space-time decision feedback equalization (ST-DFE) assisted multiuser detection (MUD) scheme for multiple antenna aided space division multiple a...
Sheng Chen, Andy Livingstone, Lajos Hanzo
NIPS
2000
14 years 7 days ago
Learning Continuous Distributions: Simulations With Field Theoretic Priors
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
Ilya Nemenman, William Bialek
BMCBI
2007
101views more  BMCBI 2007»
13 years 11 months ago
Robust detection and verification of linear relationships to generate metabolic networks using estimates of technical errors
Background: The size and magnitude of the metabolome, the ratio between individual metabolites and the response of metabolic networks is controlled by multiple cellular factors. A...
Frank Kose, Jan Budczies, Matthias Holschneider, O...