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CORR
2008
Springer
91views Education» more  CORR 2008»
13 years 8 months ago
Exchange of Limits: Why Iterative Decoding Works
We consider communication over a family of binary-input memoryless output-symmetric channels using lowdensity parity-check codes under message passing decoding. The asymptotic (in ...
Satish Babu Korada, Rüdiger L. Urbanke
CORR
2010
Springer
144views Education» more  CORR 2010»
13 years 8 months ago
Efficient Minimization of Decomposable Submodular Functions
Many combinatorial problems arising in machine learning can be reduced to the problem of minimizing a submodular function. Submodular functions are a natural discrete analog of co...
Peter Stobbe, Andreas Krause
CORR
2008
Springer
86views Education» more  CORR 2008»
13 years 8 months ago
Dynamic System Adaptation by Constraint Orchestration
Abstract. For Paradigm models, evolution is just-in-time specified coordination conducted by a special reusable component McPal. Evolution can be treated consistently and on-the-fl...
Luuk Groenewegen, Erik P. de Vink
CORR
2008
Springer
64views Education» more  CORR 2008»
13 years 8 months ago
Linearly Parameterized Bandits
We consider bandit problems involving a large (possibly infinite) collection of arms, in which the expected reward of each arm is a linear function of an r-dimensional random vect...
Paat Rusmevichientong, John N. Tsitsiklis
ENGL
2008
99views more  ENGL 2008»
13 years 8 months ago
Optimal Level of Automation in the Automotive Industry
Strong competition on the global automotive market is forcing car manufacturers rethink their strategic approach to manufacturing. In order to be competitive, companies need to man...
Igor A. Gorlach, Oliver Wessel