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» Domain Adaptation via Transfer Component Analysis
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SIGIR
2008
ACM
13 years 8 months ago
Learning to rank with partially-labeled data
Ranking algorithms, whose goal is to appropriately order a set of objects/documents, are an important component of information retrieval systems. Previous work on ranking algorith...
Kevin Duh, Katrin Kirchhoff
TIP
2011
162views more  TIP 2011»
13 years 3 months ago
Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations
—This paper introduces kernel versions of maximum autocorrelation factor (MAF) analysis and minimum noise fraction (MNF) analysis. The kernel versions are based upon a dual formu...
Allan Aasbjerg Nielsen
IJON
2007
88views more  IJON 2007»
13 years 8 months ago
Information maximization in face processing
This perspective paper explores principles of unsupervised learning and how they relate to face recognition. Dependency coding and information maximization appear to be central pr...
Marian Stewart Bartlett
SAFECOMP
2010
Springer
13 years 7 months ago
Deriving Safety Cases for Hierarchical Structure in Model-Based Development
Abstract. Model-based development and automated code generation are increasingly used for actual production code, in particular in mathematical and engineering domains. However, si...
Nurlida Basir, Ewen Denney, Bernd Fischer 0002
IACR
2011
105views more  IACR 2011»
12 years 8 months ago
Leakage Tolerant Interactive Protocols
We put forth a framework for expressing security requirements from interactive protocols in the presence of arbitrary leakage. This allows capturing different levels of leakage to...
Nir Bitansky, Ran Canetti, Shai Halevi