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NIPS
2004
13 years 9 months ago
Message Errors in Belief Propagation
Belief propagation (BP) is an increasingly popular method of performing approximate inference on arbitrary graphical models. At times, even further approximations are required, wh...
Alexander T. Ihler, John W. Fisher III, Alan S. Wi...
JNW
2008
146views more  JNW 2008»
13 years 6 months ago
User Behavior and IM Topology Analysis
The use of Instant Messaging, or IM, has become widely adopted in private and corporate communication. They can provide instant, multi-directed and multi-types of communications wh...
Qiang Yan, Xiaoyan Huang
ICASSP
2011
IEEE
12 years 11 months ago
Bayesian framework and message passing for joint support and signal recovery of approximately sparse signals
In this paper, we develop a low-complexity message passing algorithm for joint support and signal recovery of approximately sparse signals. The problem of recovery of strictly spa...
Shubha Shedthikere, Ananthanarayanan Chockalingam
SSS
2010
Springer
13 years 6 months ago
"Slow Is Fast" for Wireless Sensor Networks in the Presence of Message Losses
Abstract. Transformations from shared memory model to wireless sensor networks (WSNs) quickly become inefficient in the presence of prevalent message losses in WSNs, and this prohi...
Mahesh Arumugam, Murat Demirbas, Sandeep S. Kulkar...
CORR
2010
Springer
66views Education» more  CORR 2010»
13 years 7 months ago
A Simple Message-Passing Algorithm for Compressed Sensing
We consider the recovery of a nonnegative vector x from measurements y = Ax, where A {0, 1}m
Venkat Chandar, Devavrat Shah, Gregory W. Wornell