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We evaluate typical performance of irregular low-density generator-matrix(LDGM) codes, which is defined by sparse matrices with arbitrary irregular bitdegree distribution and arbitrary check degree distribution, for lossycompression. We apply the replica method under one-step replica symmetrybreaking (1RSB) ansatz to this problem.

Typical Performance of Irregular Low-Density Generator-Matrix Codes for Lossy Compression