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ICML
2008
IEEE
16 years 16 days ago
Semi-supervised learning of compact document representations with deep networks
Finding good representations of text documents is crucial in information retrieval and classification systems. Today the most popular document representation is based on a vector ...
Marc'Aurelio Ranzato, Martin Szummer
ICML
2003
IEEE
16 years 16 days ago
Marginalized Kernels Between Labeled Graphs
A new kernel function between two labeled graphs is presented. Feature vectors are defined as the counts of label paths produced by random walks on graphs. The kernel computation ...
Hisashi Kashima, Koji Tsuda, Akihiro Inokuchi
CPAIOR
2005
Springer
15 years 5 months ago
Filtering Algorithms for the NValue Constraint
Abstract. The NValue constraint counts the number of different values assigned to a vector of variables. Propagating generalized arc consistency on this constraint is NP-hard. We ...
Christian Bessière, Emmanuel Hebrard, Brahi...
HICSS
1997
IEEE
98views Biometrics» more  HICSS 1997»
15 years 3 months ago
Recovery and Page Coherency for a Scalable Multicomputer Object Store
This paper presents scalable algorithms for recovery and page coherency in multicomputer object stores. Recovery and coherency are central to object store engineering and distribu...
Stephen M. Blackburn, Robin B. Stanton, Stephan J....
MOC
2000
69views more  MOC 2000»
14 years 11 months ago
Evaluating higher derivative tensors by forward propagation of univariate Taylor series
This article considers the problem of evaluating all pure and mixed partial derivatives of some vector function defined by an evaluation procedure. The natural approach to evaluati...
Andreas Griewank, Jean Utke, Andrea Walther