May 20-22, 2010

A Quick Introduction to Data Compression Through Learning

Author: Francisco Claude.

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Abstract:
We present a simple technique based on Bayesian Inference that achieves compression ratio similar to known compression programs in practice, and we relate it to known compression techniques. We use this to show data compression from a point of view that might be of interest for research in biological data compression.