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CORR
2008
Springer
84views Education» more  CORR 2008»
13 years 7 months ago
Message-Passing Decoding of Lattices Using Gaussian Mixtures
A belief-propagation decoder for low-density lattice codes, which represents messages explicitly as a mixture of Gaussians functions, is given. In order to prevent the mixture elem...
Brian M. Kurkoski, Justin Dauwels
CVPR
2011
IEEE
13 years 5 months ago
Distributed Message Passing for Large Scale Graphical Models
In this paper we propose a distributed message-passing algorithm for inference in large scale graphical models. Our method can handle large problems efficiently by distributing a...
Alexander Schwing, Hazan Tamir, Marc Pollefeys, Ra...
ICWSM
2010
13 years 9 months ago
From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series
We connect measures of public opinion measured from polls with sentiment measured from text. We analyze several surveys on consumer confidence and political opinion over the 2008 ...
Brendan O'Connor, Ramnath Balasubramanyan, Bryan R...
FORTE
2007
13 years 9 months ago
Recovering Repetitive Sub-functions from Observations
This paper proposes an algorithm which, given a set of observations of an existing concurrent system that has repetitive subfunctions, constructs a Message Sequence Charts (MSC) gr...
Guy-Vincent Jourdan, Hasan Ural, Shen Wang, Hü...
SODA
2008
ACM
96views Algorithms» more  SODA 2008»
13 years 9 months ago
Unconditionally reliable message transmission in directed networks
In the unconditionally reliable message transmission (URMT) problem, two non-faulty players, the sender S and the receiver R are part of a synchronous network modeled as a directe...
Bhavani Shankar, Prasant Gopal, Kannan Srinathan, ...