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» Physical limits of inference
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94
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JAIR
2010
130views more  JAIR 2010»
15 years 2 days ago
Join-Graph Propagation Algorithms
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl’s belief propagation algorithm (BP). We st...
Robert Mateescu, Kalev Kask, Vibhav Gogate, Rina D...
TIT
2010
124views Education» more  TIT 2010»
14 years 8 months ago
On the capacity of the precision-resolution system
Arguably, the most prominent constrained system in storage applications is the (d; k)-run-length limited (RLL) system, where every binary sequence obeys the constraint that every t...
Moshe Schwartz, Jehoshua Bruck
119
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PLDI
2004
ACM
15 years 7 months ago
Region inference for an object-oriented language
Region-based memory management offers several important potential advantages over garbage collection, including real-time performance, better data locality, and more efficient us...
Wei-Ngan Chin, Florin Craciun, Shengchao Qin, Mart...
BMCBI
2007
168views more  BMCBI 2007»
15 years 1 months ago
Bayesian model-based inference of transcription factor activity
Background: In many approaches to the inference and modeling of regulatory interactions using microarray data, the expression of the gene coding for the transcription factor is co...
Simon Rogers, Raya Khanin, Mark Girolami
ECSQARU
2007
Springer
15 years 7 months ago
Logical Compilation of Bayesian Networks with Discrete Variables
This paper presents a new approach to inference in Bayesian networks. The principal idea is to encode the network by logical sentences and to compile the resulting encoding into an...
Michael Wachter, Rolf Haenni