6.975: Graduate Seminar in Area I
Fall 2002

Session Schedule

The following table lists the schedule for 6.975. A limited number of listeners/auditors who have read the relevant papers are welcome to attend sessions of interest.

Date Area Topic Leader Papers Writeup
9/4 Organizational Meeting        
9/11 Information Geometry EM and Alternating Minimization Algorithms Shane Haas Csiszar, Minka Summary, Slides
9/18 Coding Theory List-Decoding of RS codes Huan Yao Guruswami and Sudan Summary, Slides
9/25 Information Geometry Alternating Optimizations Prof. Ram Zamir Richardson, Zamir Abstract, Slides
10/02 Optimization, Signal Processing Uncertainty Principle and Sparse Representation of Bases Todd Coleman Elad & Bruckstein , Donoho & Huo Summary, Slides
10/09 Universal Compression Grammar-Based Codes Emin Martinian Kieffer & Yang , Yang & Kieffer Summary, Slides
10/16 Universal Compression, Portfolios Universal Portfolios with Side Information Brian Chen Cover & Ordentlich Abstract, Slides
10/23 Information Inequalities Relationship Between Information Inequalities and Group Theory Desmond Lun Chan & Yeung Summary, Slides
10/30 Belief Propagation Tutorial and Generalized BP Prof. Lizhong Zheng Kschischang, Yedidia Slides
11/6 Belief Propagation Geometric and Variational Approach Constantine Caramanis Wainwright, Chapter 2, Chapter 5, Chapter 7 Summary(ps) Summary(pdf) Slides(ps) Slides(pdf)
11/13 Universal Compression Burrows-Wheeler Transform Prof. Effros Burrows & Wheeler,
Effros et al.
 
11/20 Belief Propagation Expectation Propagation Erik Sudderth Minka UAI01, Heskes UAI02 Summary, Slides
12/04 Belief Propagation Variational Methods Prof. Mitter Mitter  
12/11 Wireless Iterative Multiuser Detection Ben Vigoda Reed et al. , Thesis by Reed Summary Slides

Last modified 10/17/2002 by dslun@mit.edu.