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» Learning and Generalization with the Information Bottleneck
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CAI
2007
Springer
15 years 4 months ago
Learning Deterministically Recognizable Tree Series - Revisited
Abstract. We generalize a learning algorithm originally devised for deterministic all-accepting weighted tree automata (wta) to the setting of arbitrary deterministic wta. The lear...
Andreas Maletti
ICRA
2002
IEEE
87views Robotics» more  ICRA 2002»
15 years 2 months ago
Visual Guided Grasping of Aggregates using Self-Valuing Learning
We present a self-valuing learning technique which is capable of learning how to grasp unfamiliar objects and generalize the learned abilities. The learning system consists of two...
Bernd Rössler, Jianwei Zhang, Alois Knoll
IJCAI
2007
14 years 11 months ago
A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning
In recent years, metric learning in the semisupervised setting has aroused a lot of research interests. One type of semi-supervised metric learning utilizes supervisory informatio...
Dit-Yan Yeung, Hong Chang, Guang Dai
IV
1999
IEEE
91views Visualization» more  IV 1999»
15 years 2 months ago
Triangle Mesh Compression for Fast Rendering
Modern GIS(Geographic Information System) application programs and simulation systems have to handle large datasets for rendering. Currently three dimensional rendering hardware a...
Dong-Gyu Park, Yang-Soo Kim, Hwan-Gue Cho
DSD
2008
IEEE
139views Hardware» more  DSD 2008»
14 years 11 months ago
Revisiting the Cache Effect on Multicore Multithreaded Network Processors
Caching mechanism has achieved great success in general purpose processor; however, its deployment in Network Processor (NP) raises questions over its effectiveness under the new ...
Zhen Liu, Jia Yu, Xiaojun Wang, Bin Liu, Laxmi N. ...