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CVPR
1997
IEEE
15 years 10 days ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun
ICML
2007
IEEE
14 years 11 months ago
Gradient boosting for kernelized output spaces
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...
ICML
2005
IEEE
14 years 11 months ago
Supervised clustering with support vector machines
Supervised clustering is the problem of training a clustering algorithm to produce desirable clusterings: given sets of items and complete clusterings over these sets, we learn ho...
Thomas Finley, Thorsten Joachims
ICALT
2008
IEEE
14 years 4 months ago
Instructor-Oriented Authoring Tools for Educational Videogames
Digital games are becoming a rising trend in eLearning due to their potential educational benefits. However, their application is hindered by issues such as their high production ...
Javier Torrente, Pablo Moreno-Ger, Baltasar Fern&a...
COST
2007
Springer
276views Multimedia» more  COST 2007»
14 years 4 months ago
A Gesture-Based Concept for Speech Movement Control in Articulatory Speech Synthesis
An articulatory speech synthesizer comprising a three-dimensional vocal tract model and a gesture-based concept for control of articulatory movements is introduced and discussed in...
Bernd J. Kröger, Peter Birkholz