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SIGSOFT
2005
ACM
16 years 17 days ago
Online testing with model programs
Online testing is a technique in which test derivation from a model program and test execution are combined into a single algorithm. We describe a practical online testing algorit...
Margus Veanes, Colin Campbell, Wolfram Schulte, Ni...
SIGMOD
2004
ACM
92views Database» more  SIGMOD 2004»
15 years 12 months ago
Online Maintenance of Very Large Random Samples
Random sampling is one of the most fundamental data management tools available. However, most current research involving sampling considers the problem of how to use a sample, and...
Chris Jermaine, Abhijit Pol, Subramanian Arumugam
ICML
2006
IEEE
16 years 19 days 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
ML
2008
ACM
110views Machine Learning» more  ML 2008»
14 years 10 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
CHI
2010
ACM
15 years 6 months ago
Examining multiple potential models in end-user interactive concept learning
End-user interactive concept learning is a technique for interacting with large unstructured datasets, requiring insights from both human-computer interaction and machine learning...
Saleema Amershi, James Fogarty, Ashish Kapoor, Des...