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ICMLC
2005
Springer
14 years 1 months ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
EDCC
2010
Springer
14 years 22 days ago
Towards Understanding the Importance of Variables in Dependable Software
Abstract—A dependable software system contains two important components, namely, error detection mechanisms and error recovery mechanisms. An error detection mechanism attempts t...
Matthew Leeke, Arshad Jhumka
ISPW
2005
IEEE
14 years 1 months ago
A Value-Based Process for Achieving Software Dependability
Since different systems have different success-critical stakeholders, and these stakeholders depend on the system in different ways, using traditional one-size-fits-all dependabili...
LiGuo Huang
ACL
2006
13 years 9 months ago
Minimum Risk Annealing for Training Log-Linear Models
When training the parameters for a natural language system, one would prefer to minimize 1-best loss (error) on an evaluation set. Since the error surface for many natural languag...
David A. Smith, Jason Eisner
SSS
2009
Springer
128views Control Systems» more  SSS 2009»
14 years 13 days ago
Dependability Engineering of Silent Self-stabilizing Systems
Self-stabilization is an elegant way of realizing non-masking fault-tolerant systems. Sustained research over last decades has produced multiple self-stabilizing algorithms for man...
Abhishek Dhama, Oliver E. Theel, Pepijn Crouzen, H...