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ICCV
2011
IEEE
13 years 11 months ago
Regression from Local Features for Viewpoint and Pose Estimation
In this paper we propose a framework for learning a regression function form a set of local features in an image. The regression is learned from an embedded representation that re...
Marwan Torki, Ahmed Elgammal
ICML
2005
IEEE
16 years 14 days ago
Learning discontinuities with products-of-sigmoids for switching between local models
Sensorimotor data from many interesting physical interactions comprises discontinuities. While existing locally weighted learning approaches aim at learning smooth functions, we p...
Marc Toussaint, Sethu Vijayakumar
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
74
Voted
COLT
1998
Springer
15 years 3 months ago
The Query Complexity of Finding Local Minima in the Lattice
Amos Beimel, Felix Geller, Eyal Kushilevitz