141 citations · 1.7k across the 117 of their papers we have counts for
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cs.IT2005★ 13 cited
Statistical Mechanical Approach to Lossy Data Compression:Theory and Practice
Tadaaki Hosaka, Yoshiyuki Kabashima
The encoder and decoder for lossy data compression of binary memoryless sources are developed on the basis of a specific-type nonmonotonic perceptron. Statistical mechanical analys…
cs.IT2005★ 1 cited
A CDMA multiuser detection algorithm based on survey propagation
Yoshiyuki Kabashima
A computationally tractable CDMA multiuser detection algorithm is developed based on survey propagation.
cond-mat.dis-nn2005★ 12 cited
Replicated Bethe Free Energy: A Variational Principle behind Survey Propagation
Yoshiyuki Kabashima
A scheme to provide various mean-field-type approximation algorithms is presented by employing the Bethe free energy formalism to a family of replicated systems in conjunction with…