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» On the decomposition of rational functions
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IJCNN
2000
IEEE
14 years 1 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
IPPS
2000
IEEE
14 years 1 months ago
A Mechanism for Speculative Memory Accesses Following Synchronizing Operations
In order to reduce the overhead of synchronizing operations of shared memory multiprocessors, this paper proposes a mechanism, named specMEM, to execute memory accesses following ...
Takayuki Sato, Kazuhiko Ohno, Hiroshi Nakashima
ECOOPW
1999
Springer
14 years 29 days ago
An Aspect-Oriented Design Framework for Concurrent Systems
Abstract. In Aspect-Oriented Programming we decompose a problem into a number of functional components as well as a number of aspects and then we compose these components and aspec...
Constantinos Constantinides, Atef Bader, Tzilla El...
PPSN
1998
Springer
14 years 26 days ago
Modeling Building-Block Interdependency
The Building-Block Hypothesis appeals to the notion of problem decomposition and the assembly of solutions from sub-solutions. Accordingly, there have been many varieties of GA tes...
Richard A. Watson, Gregory Hornby, Jordan B. Polla...
CP
2006
Springer
14 years 12 days ago
Stochastic Allocation and Scheduling for Conditional Task Graphs in MPSoCs
This paper describes a complete and efficient solution to the stochastic allocation and scheduling for Multi-Processor System-on-Chip (MPSoC). Given a conditional task graph charac...
Michele Lombardi, Michela Milano