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» Computationally Efficient Transductive Machines
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ICML
2003
IEEE
14 years 9 months 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
ICML
2002
IEEE
14 years 9 months ago
Kernels for Semi-Structured Data
Semi-structured data such as XML and HTML is attracting considerable attention. It is important to develop various kinds of data mining techniques that can handle semistructured d...
Hisashi Kashima, Teruo Koyanagi
ICALT
2007
IEEE
14 years 3 months ago
A Multiagent Extension for Virtual Reality Based Intelligent Tutoring Systems
Applying Virtual Reality (VR) in combination with Intelligent Tutoring Systems (ITSs) is a promising approach to computer based learning and training. However, the classical struc...
Ricardo Imbert, Leticia Sánchez, Angé...
FPL
1998
Springer
99views Hardware» more  FPL 1998»
14 years 1 months ago
Exploiting Contemporary Memory Techniques in Reconfigurable Accelerators
This paper discusses the memory interface of custom computing machines. We present a high speed parallel memory for the MoM-PDA machine, which is based on the Xputer paradigm. The ...
Reiner W. Hartenstein, Michael Herz, Thomas Hoffma...
COLT
2008
Springer
13 years 10 months ago
Learning Coordinate Gradients with Multi-Task Kernels
Coordinate gradient learning is motivated by the problem of variable selection and determining variable covariation. In this paper we propose a novel unifying framework for coordi...
Yiming Ying, Colin Campbell