45 citations · 77 across the 6 of their papers we have counts for
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cond-mat.stat-mech2003
Statistical Mechanical Approach to Error Exponents of Lossy Data Compression
Tadaaki Hosaka, Yoshiyuki Kabashima
We present herein a scheme by which to accurately evaluate the error exponents of a lossy data compression problem, which characterize average probabilities over a code ensemble of…
cond-mat.stat-mech2002★ 45 cited
Statistical mechanics of lossy data compression using a non-monotonic perceptron
T. Hosaka, Y. Kabashima, H. Nishimori
The performance of a lossy data compression scheme for uniformly biased Boolean messages is investigated via methods of statistical mechanics. Inspired by a formal similarity to th…