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JMLR
2012
13 years 8 months ago
Generic Methods for Optimization-Based Modeling
“Energy” models for continuous domains can be applied to many problems, but often suffer from high computational expense in training, due to the need to repeatedly minimize t...
Justin Domke
COMPSAC
2003
IEEE
15 years 11 months ago
An Object-Passing Model for Parallel Programming
This paper introduces an object-passing model for parallel and distributed application development. Object passing provides the object-oriented application developer with powerful...
Jameela Al-Jaroodi, Nader Mohamed
213
Voted
JMLR
2012
13 years 8 months ago
Factorized Asymptotic Bayesian Inference for Mixture Modeling
This paper proposes a novel Bayesian approximation inference method for mixture modeling. Our key idea is to factorize marginal log-likelihood using a variational distribution ove...
Ryohei Fujimaki, Satoshi Morinaga
228
Voted
PLDI
1997
ACM
15 years 10 months ago
Componential Set-Based Analysis
Set-based analysis is a constraint-based whole program analysis that is applicable to functional and objectoriented programming languages. Unfortunately, the analysis is useless f...
Cormac Flanagan, Matthias Felleisen
ECOOP
2006
Springer
15 years 10 months ago
A Semantic Analysis of C++ Templates
Templates are a powerful but poorly understood feature of the C++ language. Their syntax resembles the parameterized classes of other languages (e.g., of Java). But because C++ sup...
Jeremy G. Siek, Walid Taha