Thomas M. Cover
Thomas M. Cover
|Died||March 26, 2012 (aged 73)|
|Known for||Information theory |
Nearest Neighbors Algorithm
|Awards||IEEE Fellow (1974) |
IMS Fellow (1981)
Claude E. Shannon Award (1990)
AAAS Fellow (1991)
Member of the National Academy of Engineering (1995)
Richard W. Hamming Medal (1997)
|Fields||Information Theory |
|Doctoral advisor||Norman Abramson|
|Doctoral students||Mohammad Reza Aref|
Peter E. Hart
Abbas El Gamal
Thomas M. Cover [ˈkoʊvər] (August 7, 1938 – March 26, 2012) was an information theorist and professor jointly in the Departments of Electrical Engineering and Statistics at Stanford University. He devoted almost his entire career to developing the relationship between information theory and statistics.
Early life and education
Cover was past President of the IEEE Information Theory Society and was a Fellow of the Institute of Mathematical Statistics and of the Institute of Electrical and Electronics Engineers. He received the Outstanding Paper Award in Information Theory for his 1972 paper "Broadcast Channels"; he was selected in 1990 as the Shannon Lecturer, regarded as the highest honor in information theory; in 1997 he received the IEEE Richard W. Hamming Medal; and in 2003 he was elected to the American Academy of Arts and Sciences.
During his 48-year career as a professor of Electrical Engineering and Statistics at Stanford University, he graduated 64 PhD students, authored over 120 journal papers in learning, information theory, statistical complexity, and portfolio theory; and he coauthored the book Elements of Information Theory, which has become the most widely used textbook as an introduction to the topic since the publication of its first edition in 1991. He was also coeditor of the book Open Problems in Communication and Computation.
- Cover, T. M.; Thomas, J. A. (2006). "Chapter 12, Maximum Entropy". Elements of Information Theory (2 ed.). Wiley. ISBN 0471241954.
- T. Cover, J. Thomas (1991). Elements of Information Theory (PDF). ISBN 0-471-06259-6.
- Van Campenhout, Jan. and Cover, T. (1981). Maximum entropy and conditional probability. Information Theory, IEEE Transactions on
- Cover, T. (1974). The Best Two Independent Measurements Are Not the Two Best. Systems, Man and Cybernetics, IEEE Transactions on
- Cover, T. and Hart, P. (1967). Nearest neighbor pattern classification. Information Theory, IEEE Transactions on.
- Cover, T. (1965). Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition. Electronic Computers, IEEE Transactions on