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JMLR
2010
92views more  JMLR 2010»
15 years 1 months ago
Posterior distributions are computable from predictive distributions
As we devise more complicated prior distributions, will inference algorithms keep up? We highlight a negative result in computable probability theory by Ackerman, Freer, and Roy (...
Cameron E. Freer, Daniel M. Roy
COLT
2005
Springer
16 years 1 days ago
Towards a Theoretical Foundation for Laplacian-Based Manifold Methods
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
Mikhail Belkin, Partha Niyogi
ATAL
2008
Springer
15 years 8 months ago
Towards background emotion modeling for embodied virtual agents
For the realistic simulation of embodied agents we need a model of emotion that represents both structural and dynamic aspects of emotional phenomena to serve as background suppor...
Luís Morgado, Graça Gaspar
COLING
1996
15 years 7 months ago
Towards a Syntactic Account of Punctuation
Little notice has been taken of punctuation in the field of natural language processing, chiefly due to the lack of any coherent theory on which to base implementations. Some work...
Bernard E. M. Jones
IJCINI
2007
113views more  IJCINI 2007»
15 years 6 months ago
Toward Theoretical Foundations of Autonomic Computing
Autonomic computing (AC) is an intelligent computing approach that autonomously carries out robotic and interactive applications based on goal- and inference-driven mechanisms. Th...
Yingxu Wang