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ICDM
2007
IEEE
187views Data Mining» more  ICDM 2007»
14 years 4 months ago
A Comparative Study of Methods for Transductive Transfer Learning
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
Andrew Arnold, Ramesh Nallapati, William W. Cohen
CVPR
2007
IEEE
14 years 12 months ago
Unsupervised Learning of Image Transformations
Roland Memisevic, Geoffrey E. Hinton
ACL
2006
13 years 11 months ago
Unsupervised Analysis for Decipherment Problems
We study a number of natural language decipherment problems using unsupervised learning. These include letter substitution ciphers, character code conversion, phonetic deciphermen...
Kevin Knight, Anish Nair, Nishit Rathod, Kenji Yam...
EACL
2006
ACL Anthology
13 years 11 months ago
Investigating a Generic Paraphrase-Based Approach for Relation Extraction
Unsupervised paraphrase acquisition has been an active research field in recent years, but its effective coverage and performance have rarely been evaluated. We propose a generic ...
Lorenza Romano, Milen Kouylekov, Idan Szpektor, Id...
ICPR
2010
IEEE
14 years 2 months ago
Lattice-Based Anomaly Rectification for Sport Video Annotation
Anomaly detection has received much attention within the literature as a means of determining, in an unsupervised manner, whether a learning domain has changed in a fundamental way...
Aftab Khan, David Windridge, Teofilo De Campos