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» Explicit Substitutions and Programming Languages
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109
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ECOOP
2008
Springer
15 years 4 months ago
Modeling Context-Dependent Aspect Interference Using Default Logics
Explicitly representing aspect interactions is vital so that they can be shared and used in the course of system evolution. As a consequence, guidance can be given to the software ...
Frans Sanen, Eddy Truyen, Wouter Joosen
144
Voted
SNPD
2003
15 years 3 months ago
Pattern Matching of Parallel Values in Bulk Synchronous Parallel ML
We have designed a functional data-parallel language called BSML for programming bulk-synchronous parallel (BSP) algorithms in so-called direct mode. In a directmode BSP algorithm...
Frédéric Gava, Frédéri...
132
Voted
JMLR
2012
13 years 5 months ago
Primal-Dual methods for sparse constrained matrix completion
We develop scalable algorithms for regular and non-negative matrix completion. In particular, we base the methods on trace-norm regularization that induces a low rank predicted ma...
Yu Xin, Tommi Jaakkola
JMLR
2012
13 years 5 months ago
Bayesian Quadrature for Ratios
We describe a novel approach to quadrature for ratios of probabilistic integrals, such as are used to compute posterior probabilities. This approach offers performance superior t...
Michael A. Osborne, Roman Garnett, Stephen J. Robe...
190
Voted
JMLR
2012
13 years 5 months ago
Deep Boltzmann Machines as Feed-Forward Hierarchies
The deep Boltzmann machine is a powerful model that extracts the hierarchical structure of observed data. While inference is typically slow due to its undirected nature, we argue ...
Grégoire Montavon, Mikio L. Braun, Klaus-Ro...