A theoretical framework claims that predictive coding performs block-coordinate descent on a two-part code objective and bounds true risk by empirical risk plus codelength divided by sample size.
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Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning
A theoretical framework claims that predictive coding performs block-coordinate descent on a two-part code objective and bounds true risk by empirical risk plus codelength divided by sample size.