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» On the decomposition of rational functions
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IJCNN
2000
IEEE
15 years 2 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
80
Voted
IPPS
2000
IEEE
15 years 2 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
15 years 1 months 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
15 years 1 months 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...
94
Voted
CP
2006
Springer
15 years 1 months 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