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15.098 Special Seminar in Applied Probability and Stochastic Processes

This seminar is intended for doctoral students and discusses topics in applied probability. This semester includes a variety of fields, namely statistical physics (local weak convergence and correlation decay), artificial intelligence (belief propagation algorithms), computer science (random K-SAT problem, coloring, average case complexity) and electrical engineering (low density parity check (LDPC) codes).... Show More

Disciplines:

Mathematics and Statistics / Statistics and Probability / Statistics

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Material Type:: Online Course
Date Added to MERLOT:: June 9, 2011
Date Modified in MERLOT:: June 12, 2018
Authors:: Prof. David Gamarnik
Prof. Devavrat Shah
Submitter:: Cathy Swift

Primary Audience:: College General Ed, College Lower Division
Mobile Compatibility:: Not specified at this time
Language:: English
Cost Involved:: No
Source Code Available:: Unknown
Accessibility Information Available:: Unknown
Creative Commons:: This work is licensed under a Attribution-NonCommercial-ShareAlike 3.0 United States