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NIPS
2007
13 years 9 months ago
Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition
We present a new and efficient semi-supervised training method for parameter estimation and feature selection in conditional random fields (CRFs). In real-world applications suc...
Maryam Mahdaviani, Tanzeem Choudhury
IWAN
2000
Springer
13 years 11 months ago
Scalable Resource Control in Active Networks
Kostas G. Anagnostakis, Michael W. Hicks, Sotiris ...
SIGMOD
2010
ACM
213views Database» more  SIGMOD 2010»
14 years 15 days ago
On active learning of record matching packages
We consider the problem of learning a record matching package (classifier) in an active learning setting. In active learning, the learning algorithm picks the set of examples to ...
Arvind Arasu, Michaela Götz, Raghav Kaushik