Thomas M. Cover (1938–2022) was an influential American statistician and information theorist, known for his significant contributions to the fields of information theory, statistics, and machine learning. He is perhaps best known for co-authoring the widely used textbook "Elements of Information Theory" with Joy A. Thomas, which has become a standard reference in the field since its publication. Cover's work encompassed various topics, including hypothesis testing, data compression, and the analysis of algorithms.
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