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158
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JMLR
2010
137views more  JMLR 2010»
14 years 11 months ago
Covariance in Unsupervised Learning of Probabilistic Grammars
Probabilistic grammars offer great flexibility in modeling discrete sequential data like natural language text. Their symbolic component is amenable to inspection by humans, while...
Shay B. Cohen, Noah A. Smith
CVPR
2009
IEEE
1390views Computer Vision» more  CVPR 2009»
16 years 11 months ago
Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning
In this paper we present a method for learning classspecific features for recognition. Recently a greedy layerwise procedure was proposed to initialize weights of deep belief ne...
Mohammad Norouzi (Simon Fraser University), Mani R...
126
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EDBT
2010
ACM
180views Database» more  EDBT 2010»
15 years 11 months ago
BSkyTree: scalable skyline computation using a balanced pivot selection
Skyline queries have gained a lot of attention for multicriteria analysis in large-scale datasets. While existing skyline algorithms have focused mostly on exploiting data dominan...
Jongwuk Lee, Seung-won Hwang
ATAL
2007
Springer
15 years 10 months ago
Unifying distributed constraint algorithms in a BDI negotiation framework
This paper presents a novel, unified distributed constraint satisfaction framework based on automated negotiation. The Distributed Constraint Satisfaction Problem (DCSP) is one t...
Bao Chau Le Dinh, Kiam Tian Seow
SRDS
2006
IEEE
15 years 10 months ago
Consistent Replication of Multithreaded Distributed Objects
Determinism is mandatory for replicating distributed objects with strict consistency guarantees. Multithreaded execution of method invocations is a source of nondeterminism, but h...
Hans P. Reiser, Jörg Domaschka, Franz J. Hauc...