发明授权
US08139656B2 Method and system for linear processing of an input using Gaussian belief propagation 有权
使用高斯置信传播对输入进行线性处理的方法和系统

Method and system for linear processing of an input using Gaussian belief propagation
摘要:
Methods and systems for processing an input. An input vector y is received that represents a noisy observation of Ax, where A is a data matrix and x is a data vector of unknown variables. Data vector x is recovered from the received input vector y via an iterative method. The recovering comprises determining an inference of a vector of marginal means over a graph G, where the graph G is of a joint Gaussian probability density function p(x) associated with noise in the received input vector y.
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