Compression-related ideas in Machine Learning

Shuheng Zhou, John Lafferty, and Larry Wasserman, “Compressed Regression,” 2008.

Boris Ryabko, “Compression-based methods for nonparametric density estimation, online prediction, regression and classification for time series,”

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