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ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
Clustering with constraints is a developing area of machine learning. Various papers have used constraints to enforce particular clusterings, seed clustering algorithms and even l...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
We study the label complexity of pool-based active learning in the agnostic PAC model. Specifically, we derive general bounds on the number of label requests made by the A2 algori...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...