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NIPS
2007
14 years 11 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
15 years 1 months ago
Scalable Resource Control in Active Networks
Kostas G. Anagnostakis, Michael W. Hicks, Sotiris ...
SIGMOD
2010
ACM
213views Database» more  SIGMOD 2010»
15 years 2 months 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