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ICML
2006
IEEE
14 years 8 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
ISBI
2004
IEEE
14 years 8 months ago
Fast Multiresolution Photon-Limited Image Reconstruction
The techniques described in this paper allow multiscale photon-limited image reconstruction methods to be implemented with significantly less computational complexity than previou...
Rebecca Willett, Robert Nowak
WWW
2005
ACM
14 years 8 months ago
Using XForms to simplify Web programming
The difficulty of developing and deploying commercial web applications increases as the number of technologies they use increases and as the interactions between these technologie...
Richard Cardone, Danny Soroker, Alpana Tiwari
POPL
2009
ACM
14 years 8 months ago
Verifying distributed systems: the operational approach
This work develops an integrated approach to the verification of behaviourally rich programs, founded directly on operational semantics. The power of the approach is demonstrated ...
Tom Ridge
KDD
2004
ACM
117views Data Mining» more  KDD 2004»
14 years 8 months ago
Predicting customer shopping lists from point-of-sale purchase data
This paper describes a prototype that predicts the shopping lists for customers in a retail store. The shopping list prediction is one aspect of a larger system we have developed ...
Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko ...