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» Modeling When Connections Are the Problem
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SIGMETRICS
2008
ACM
135views Hardware» more  SIGMETRICS 2008»
15 years 1 months ago
In search of the elusive ground truth: the internet's as-level connectivity structure
Despite significant efforts to obtain an accurate picture of the Internet's actual connectivity structure at the level of individual autonomous systems (ASes), much has remai...
Ricardo V. Oliveira, Dan Pei, Walter Willinger, Be...
CORR
2007
Springer
130views Education» more  CORR 2007»
15 years 1 months ago
Lagrangian Relaxation for MAP Estimation in Graphical Models
Abstract— We develop a general framework for MAP estimation in discrete and Gaussian graphical models using Lagrangian relaxation techniques. The key idea is to reformulate an in...
Jason K. Johnson, Dmitry M. Malioutov, Alan S. Wil...
ICANN
2001
Springer
15 years 6 months ago
Independent Variable Group Analysis
Humans tend to group together related properties in order to understand complex phenomena. When modeling large problems with limited representational resources, it is important to...
Krista Lagus, Esa Alhoniemi, Harri Valpola
ICML
2005
IEEE
16 years 2 months ago
Non-negative tensor factorization with applications to statistics and computer vision
We derive algorithms for finding a nonnegative n-dimensional tensor factorization (n-NTF) which includes the non-negative matrix factorization (NMF) as a particular case when n = ...
Amnon Shashua, Tamir Hazan
MDAFA
2004
Springer
178views Hardware» more  MDAFA 2004»
15 years 6 months ago
Model Bus: Towards the Interoperability of Modelling Tools
MDA software development requires the interoperability of a wide range of modelling services (operations taking models as inputs and outputs), such as model edition, model transfor...
Xavier Blanc, Marie-Pierre Gervais, Prawee Sriplak...