Course Schedule and Catalog
Course Schedule - Fall Semester 2008
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
ELEC 633 001 (CRN: 14079)
GRAPHICAL MODELS
Long Title: GRAPHICAL MODELS
Department: Electrical & Computer Eng.
Instructor: Cevher, Volkan
Meeting: 2:30PM - 3:50PM TR (25-AUG-2008 - 5-DEC-2008)
Part of Term: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Method of Instruction: Face to Face
Credit Hours: 3
Course Syllabus:
Prerequisites: STAT 552
Section Max Enrollment: 20
Section Enrolled: 6
Total Cross-list Max Enrollment: 20
Total Cross-list Enrolled: 10
Enrollment data as of: 18-APR-2024 7:02AM
Final Exam: Final Exam Unknown
Description: This course will focus on providing diverse mathematical tools for graduate students from statistical inference and learning; graph theory, signal processing and systems; coding theory and communications and information theory. We will discuss exact and approximate statistical inference over large number of interacting variables, and develop probablistics and optimization-based computational methods. We will cover hidden Markov models, belief propagation, Monte Carlo sampling algorithms, and variational Bayesian methods. Cross-listed with STAT 631. Cross-list: STAT 631.