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174
Voted
JMLR
2012
13 years 6 months ago
2012
In this paper we propose a new approach for semi-supervised structured output learning. Our approach uses relaxed labeling on unlabeled data to deal with the combinatorial nature ...
133
Voted
ESCIENCE
2005
IEEE
15 years 9 months ago
2005
IEEE
GridXSLT is an implementation of the XSLT programming language designed for distributed web service orchestration. Based on the functional semantics of the language, it compiles p...
117
Voted
ESANN
2007
15 years 5 months ago
2007
We present a generative probabilistic model for the topographic mapping of tree structured data. The model is formulated as constrained mixture of hidden Markov tree models. A nat...
179
Voted
PPOPP
2012
ACM
13 years 11 months ago
2012
ACM
This paper introduces a programming interface called PARRAY (or Parallelizing ARRAYs) that supports system-level succinct programming for heterogeneous parallel systems like GPU c...
115
Voted
CTCS
1995
Springer
15 years 7 months ago
1995
Springer
We present a simple categorical semantics for ML signatures, structures and functors. Our approach relies on realizablity semantics in the category of assemblies. Signatures and s...