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PRL
2000
62views more  PRL 2000»
14 years 9 months ago
Interactive initialization of the multilayer perceptron
A new multilayer preceptor initialization method is proposed and compared experimentally with a traditional random initialization method. An operator maps training-set vectors int...
Aistis Raudys
TCC
2010
Springer
121views Cryptology» more  TCC 2010»
14 years 7 months ago
An Efficient Parallel Repetition Theorem
Abstract. We present a general parallel-repetition theorem with an efficient reduction. As a corollary of this theorem we establish that parallel repetition reduces the soundness e...
Johan Håstad, Rafael Pass, Douglas Wikstr&ou...
ANSS
2002
IEEE
15 years 2 months ago
Performance Analysis for Data Service in Third Generation Mobile Telecommunication Networks
The data traffic in wireless networks for the third generation (3G) mobile telecommunication systems should take into account a variety of services (voice, data, video) and envir...
Aloizio Pereira da Silva, Geraldo Robson Mateus
AAAI
1990
14 years 11 months ago
QPC: A Compiler from Physical Models into Qualitative Differential Equations
Qualitative reasoning can, and should, be decomposed into a model-building task, which creates a qualitative differential equation (QDE) as a model of a physical situation, and a ...
James M. Crawford, Adam Farquhar, Benjamin Kuipers
STOC
2005
ACM
130views Algorithms» more  STOC 2005»
15 years 10 months ago
From a static impossibility to an adaptive lower bound: the complexity of early deciding set agreement
Set agreement, where processors decisions constitute a set of outputs, is notoriously harder to analyze than consensus where the decisions are restricted to a single output. This ...
Eli Gafni, Rachid Guerraoui, Bastian Pochon