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UAI
2008
15 years 5 months ago
Modelling local and global phenomena with sparse Gaussian processes
Much recent work has concerned sparse approximations to speed up the Gaussian process regression from the unfavorable O(n3 ) scaling in computational time to O(nm2 ). Thus far, wo...
Jarno Vanhatalo, Aki Vehtari
ACL
2007
15 years 5 months ago
Mildly Context-Sensitive Dependency Languages
Dependency-based representations of natural language syntax require a fine balance between structural flexibility and computational complexity. In previous work, several constra...
Marco Kuhlmann, Mathias Möhl
121
Voted
SAC
1998
ACM
15 years 8 months ago
A specification language for the WIDE workflow model
This paper presents a workflow specification language developed in the WIDE project. The language provides a rich organisation model, an information model including presentation d...
Daniel K. C. Chan, Jochem Vonk, Gabriel Sanchez, P...
HPCN
2000
Springer
15 years 8 months ago
Modelling Control Systems in an Event-Driven Coordination Language
The paper presents the implementation of a railway control system, as a means of assessing the potential of coordination languages to be used for modelling software architectures f...
Theophilos A. Limniotes, George A. Papadopoulos
ACL
2012
13 years 6 months ago
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining
Long-span features, such as syntax, can improve language models for tasks such as speech recognition and machine translation. However, these language models can be difficult to u...
Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur