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» Information-theoretic metric learning
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79
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CORR
2010
Springer
96views Education» more  CORR 2010»
14 years 4 months ago
Quantifying Information Leakage in Finite Order Deterministic Programs
Information flow analysis is a powerful technique for reasoning about the sensitive information exposed by a program during its execution. While past work has proposed information...
Ji Zhu, Mudhakar Srivatsa
51
Voted
ICML
2004
IEEE
15 years 10 months ago
Integrating constraints and metric learning in semi-supervised clustering
Mikhail Bilenko, Sugato Basu, Raymond J. Mooney
ECML
2007
Springer
15 years 3 months ago
Classifier Loss Under Metric Uncertainty
David B. Skalak, Alexandru Niculescu-Mizil, Rich C...
SDM
2009
SIAM
154views Data Mining» more  SDM 2009»
15 years 6 months ago
AMORI: A Metric-Based One Rule Inducer.
The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
Niklas Lavesson, Paul Davidsson