Sciweavers

2263 search results - page 46 / 453
» The Use of Functional and Logic Languages in Machine Learnin...
Sort
View
LICS
1992
IEEE
15 years 5 months ago
Compiler Verification in LF
We sketch a methodology for the verification of compiler correctness based on the LF Logical Framework as realized within the Elf programming language. We have applied this techni...
John Hannan, Frank Pfenning
ALT
2000
Springer
15 years 10 months ago
On the Noise Model of Support Vector Machines Regression
Abstract. Support Vector Machines Regression (SVMR) is a learning technique where the goodness of fit is measured not by the usual quadratic loss function (the mean square error),...
Massimiliano Pontil, Sayan Mukherjee, Federico Gir...
VEE
2012
ACM
322views Virtualization» more  VEE 2012»
13 years 9 months ago
Modeling virtualized applications using machine learning techniques
With the growing adoption of virtualized datacenters and cloud hosting services, the allocation and sizing of resources such as CPU, memory, and I/O bandwidth for virtual machines...
Sajib Kundu, Raju Rangaswami, Ajay Gulati, Ming Zh...
TACAS
2007
Springer
105views Algorithms» more  TACAS 2007»
15 years 7 months ago
Hoare Logic for Realistically Modelled Machine Code
This paper presents a mechanised Hoare-style programming logic framework for assembly level programs. The framework has been designed to fit on top of operational semantics of rea...
Magnus O. Myreen, Michael J. C. Gordon
ALT
2008
Springer
15 years 10 months ago
Optimal Language Learning
Gold’s original paper on inductive inference introduced a notion of an optimal learner. Intuitively, a learner identifies a class of objects optimally iff there is no other lea...
John Case, Samuel E. Moelius