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INFFUS
2006
126views more  INFFUS 2006»
15 years 6 months ago
Social choice theory, belief merging, and strategy-proofness
Intelligent agents have to be able to merge informational inputs received from different sources in a coherent and rational way. Several proposals have been made for information m...
Samir Chopra, Aditya K. Ghose, Thomas Andreas Meye...
ML
2008
ACM
110views Machine Learning» more  ML 2008»
15 years 4 months ago
A theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum, Nathan Srebro
ICML
2006
IEEE
16 years 7 months ago
On a theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum