6.962: Graduate Seminar in Area I
Spring 2001

Session Schedule

The following table lists the schedule for 6.962. 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
2/8 Adaptive Signal Processing Blind Deconvolution and Blind Source Separation Shane Haas p1 (ps,pdf); p2 Summary (ps,pdf) Slides (ps,pdf)
2/15 Info. Theory & Applications Source Coding with Side Information Stark Draper C&T sec. 14.4 (opt), 14.8, 14.9 Summary (ps,pdf) Slides (ps,pdf)
2/22 Information Theory Commmunication with Side Information Aaron Cohen Costa (ps) and Shannon (hardcopy only) Summary (ps,pdf) Slides (ps,pdf)
3/1 Estimation and Hypothesis Testing Statistical Learning Theory Emin Martinian Vapnik '99 Summary
Slides
3/8 Information Theory The Poisson Channel Won Yoon Wyner (pdf) and Lapidoth/Shamai (pdf) Summary (ps,pdf) Slides (ps,pdf)
3/15 Graphical Models Approximate Inference Techniques Erik Sudderth Jordan (pdf) and Yedidia (pdf) Summary (ps, pdf) Slides (ps, pdf)
3/22 Estimation Learning Theory with real-valued Risk Functions Michael Rosenblum Alon et. al (pdf) and Vapnik '99 (refresh your memory) (pdf) Summary (ps), Slides (ps)
4/5 Information Theory Anytime Information: Tracking Unstable Sources Constantine Caramanis Sahai Chapter 1(ps), and Sahai Chapter 2(ps) Summary (ps), Summary to the Summary (ps), Slides (ps)
4/12 Cancelled Cancelled Cancelled Cancelled Cancelled
4/19 Speech Processing Isolated-Word Speech Recognition using Hidden Markov Models Irina Medvedev Rabiner(PS file)
Sections: I, II, III, VI, IX
Summary (PS File)
Slides (Power Point Format)
4/26 Information Theory Capacity of Single-Server Queues Tengo Anantharam and Verdu (1996) (PDF) Summary (PDF) (PS) Slides (PS)
5/3 Information Theory Coding Theory Shan-Yuan Ho Paterson and Tarokh (2000) (ps) Summary (ps)
Slides (ps)
Also on 5/3 Quantum Information Theory Quantum Information Theory Yonina Eldar Schumacher ( pdf) and Preskill (optional background) ( ps ) Summary (ps)
Slides (ps)
5/17 Network Traffic Pricing & Congestion Control Navid Sabbaghi Courcoubetis & Kelly & Weber ( ps ), Kelly & Maullo & Tan ( ps ), Low & Varaiya ( ps ), La & Anantharam ( ps ) summary, slides


Last modified 4/24/2001 by emin@allegro.mit.edu.