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» Variational Analysis of Pseudospectra
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WSC
2001
14 years 9 hour ago
Quantifying simulation output variability using confidence intervals and statistical process control
Two types of variability can occur in model output: variability between replications and variability within each replication. The objective of the model combined with the type of ...
Amy Jo Naylor
CAV
2010
Springer
227views Hardware» more  CAV 2010»
13 years 8 months ago
Breach, A Toolbox for Verification and Parameter Synthesis of Hybrid Systems
We describe Breach, a Matlab toolbox providing a coherent set of simulation-based techniques aimed at the analysis of deterministic models of hybrid dynamical systems. The primary ...
Alexandre Donzé
ECCV
2002
Springer
15 years 15 days ago
Robust Parameterized Component Analysis
Principal ComponentAnalysis (PCA) has been successfully applied to construct linear models of shape, graylevel, and motion. In particular, PCA has been widely used to model the var...
Fernando De la Torre, Michael J. Black
ICCAD
2006
IEEE
124views Hardware» more  ICCAD 2006»
14 years 7 months ago
A linear-time approach for static timing analysis covering all process corners
Abstract—Manufacturing process variations lead to circuit timing variability and a corresponding timing yield loss. Traditional corner analysis consists of checking all process c...
Sari Onaissi, Farid N. Najm
ILP
2007
Springer
14 years 4 months ago
Bias/Variance Analysis for Relational Domains
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen