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» Hierarchical Unsupervised Learning
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125
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ICRA
2005
IEEE
176views Robotics» more  ICRA 2005»
15 years 8 months ago
Auto-supervised learning in the Bayesian Programming Framework
Domestic and real world robotics requires continuous learning of new skills and behaviors to interact with humans. Auto-supervised learning, a compromise between supervised and co...
Pierre Dangauthier, Pierre Bessière, Anne S...
137
Voted
ACL
2010
15 years 23 days ago
Learning Better Data Representation Using Inference-Driven Metric Learning
We initiate a study comparing effectiveness of the transformed spaces learned by recently proposed supervised, and semisupervised metric learning algorithms to those generated by ...
Paramveer S. Dhillon, Partha Pratim Talukdar, Koby...
CVPR
2009
IEEE
16 years 10 months ago
Unsupervised Learning for Graph Matching
Graph matching is an important problem in computer vision. It is used in 2D and 3D object matching and recognition. Despite its importance, there is little literature on learnin...
Marius Leordeanu, Martial Hebert
87
Voted
ICML
2010
IEEE
15 years 3 months ago
Learning Hierarchical Riffle Independent Groupings from Rankings
Jonathan Huang, Carlos Guestrin
84
Voted
ICML
1997
IEEE
16 years 3 months ago
Hierarchically Classifying Documents Using Very Few Words
Daphne Koller, Mehran Sahami