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» Convergence Properties of the K-Means Algorithms
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NECO
2000
88views more  NECO 2000»
14 years 11 months ago
Practical Identifiability of Finite Mixtures of Multivariate Bernoulli Distributions
The class of finite mixtures of multivariate Bernoulli distributions is known to be nonidentifiable, i.e., different values of the mixture parameters can correspond to exactly the...
Miguel Á. Carreira-Perpiñán, ...
CDC
2010
IEEE
151views Control Systems» more  CDC 2010»
14 years 6 months ago
Input output analysis of power control in wireless networks
In a wireless communication network different users share a common resource. An objective of radio resource management is to assign the resources in an effective way between the us...
Anders Moller, Ulf T. Jönsson
CDC
2010
IEEE
151views Control Systems» more  CDC 2010»
14 years 6 months ago
On the optimal solutions of the infinite-horizon linear sensor scheduling problem
This paper studies the infinite-horizon sensor scheduling problem for linear Gaussian processes with linear measurement functions. Several important properties of the optimal infin...
Wei Zhang, Michael P. Vitus, Jianghai Hu, Alessand...
IJON
2010
159views more  IJON 2010»
14 years 6 months ago
Model predictive flight control using adaptive support vector regression
This paper explores an application of support vector regression (SVR) to model predictive control (MPC). SVR is employed to identify a dynamic system from input-output data, and t...
Jongho Shin, H. Jin Kim, Sewook Park, Youdan Kim
JMLR
2010
108views more  JMLR 2010»
14 years 6 months ago
Sufficient Dimension Reduction via Squared-loss Mutual Information Estimation
The goal of sufficient dimension reduction in supervised learning is to find the lowdimensional subspace of input features that is `sufficient' for predicting output values. ...
Taiji Suzuki, Masashi Sugiyama