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IWFM
1998
117views Formal Methods» more  IWFM 1998»
13 years 10 months ago
A Case Study on Proving Transformations Correct: Data-Parallel Conversion
The issue of correctness in the context of a certain style of program transformation is investigated. This style is characterised by the fully automated application of large numbe...
Stephen Kilpatrick, Maurice Clint, Peter Kilpatric...
NIPS
1994
13 years 10 months ago
Learning Stochastic Perceptrons Under k-Blocking Distributions
We present a statistical method that PAC learns the class of stochastic perceptrons with arbitrary monotonic activation function and weights wi {-1, 0, +1} when the probability d...
Mario Marchand, Saeed Hadjifaradji
CORR
2006
Springer
132views Education» more  CORR 2006»
13 years 9 months ago
Cross-Entropy method: convergence issues for extended implementation
The cross-entropy method (CE) developed by R. Rubinstein is an elegant practical principle for simulating rare events. The method approximates the probability of the rare event by...
Frédéric Dambreville
IJON
2008
156views more  IJON 2008»
13 years 9 months ago
Structural identifiability of generalized constraint neural network models for nonlinear regression
Identifiability becomes an essential requirement for learning machines when the models contain physically interpretable parameters. This paper presents two approaches to examining...
Shuang-Hong Yang, Bao-Gang Hu, Paul-Henry Courn&eg...
JGO
2008
98views more  JGO 2008»
13 years 9 months ago
Duality for almost convex optimization problems via the perturbation approach
Abstract. We deal with duality for almost convex finite dimensional optimization problems by means of the classical perturbation approach. To this aim some standard results from th...
Radu Ioan Bot, Gábor Kassay, Gert Wanka