Invariance-Based Justification of the Maximum Entropy Method and of Generalized Maximum Entropy Methods in Data Processing

Authors

Hung T. Nguyen
Olga Kosheleva, The University of Texas at El PasoFollow
Vladik Kreinovich, The University of Texas at El PasoFollow

Publication Date

1-2000

Comments

UTEP-CS-00-12.

Abstract

Maximum entropy method and its generalizations are very useful in data processing. In this paper, we show that these methods naturally follow from reasonable invariance requirements.