INFORMATION THEORY

Learning Goals

Program in pills

Asymptotic Equipartition Property and Shannon’s theorem. Entropy, mutual and relative information. Limit theorems for sums and extremes. Large deviation theory and distributions of maximal entropy. Elements of coding theory. Applications to statistical inference.

Area

Mathematical and statistical modelling

Curriculum
QUANTUM COMPUTING

C

Curriculum
MODELING AND DIGITAL TWINS

-

Curriculum
HPC AND DATA ENGINEERING

C

SSD

INF/01

ECTS

6

Semester

1

Lecturers

Marsili Matteo
Link (esse3)
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