The Rate-Distortion Function and Excess-Distortion Exponent of Sparse Regression Codes with Optimal Encoding

Ramji Venkataramanan, Sekhar Tatikonda

This paper studies the performance of sparse regression codes for lossy compression with the squared-error distortion criterion. In a sparse regression code, codewords are linear c…