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» Learning Approximate Consistencies
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80
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ALT
2006
Springer
15 years 8 months ago
On Exact Learning Halfspaces with Random Consistent Hypothesis Oracle
Nader H. Bshouty, Ehab Wattad
92
Voted
ICML
2009
IEEE
15 years 6 months ago
Probabilistic dyadic data analysis with local and global consistency
Deng Cai, Xuanhui Wang, Xiaofei He
96
Voted
ICANN
2003
Springer
15 years 4 months ago
Meta-learning for Fast Incremental Learning
Model based learning systems usually face to a problem of forgetting as a result of the incremental learning of new instances. Normally, the systems have to re-learn past instances...
Takayuki Oohira, Koichiro Yamauchi, Takashi Omori
COMGEO
2007
ACM
14 years 11 months ago
Learning smooth shapes by probing
We consider the problem of discovering a smooth unknown surface S bounding an object O in R3 . The discovery process consists of moving a point probing device in the free space ar...
Jean-Daniel Boissonnat, Leonidas J. Guibas, Steve ...
90
Voted
ICML
2009
IEEE
15 years 6 months ago
Online learning by ellipsoid method
In this work, we extend the ellipsoid method, which was originally designed for convex optimization, for online learning. The key idea is to approximate by an ellipsoid the classi...
Liu Yang, Rong Jin, Jieping Ye