Mary Soon Lee
Collaborator
Papers
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Q2: Memory-based active learning for optimizing noisy continuous functions
(1998)
Maximizing a very noisy function in k-dimensional space with few samples -
Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets
(1998)
Introduces AD-trees: a new way to implicitly pre-cache the answers to all possible counting queries for a dataset. -
A tutorial on using the Vizier memory-based learning system
(1997)
A tutorial on using the Windows Vizier software for fast locally weighted and k-NN style classification and regression. -
Learning Automated Product Recommendations Without Observable Features: An Initial Investigation
(1995)
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Efficient Algorithms for Minimizing Cross Validation Error
(1994)
Software
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Vizier
Old but fast locally weighted regression for Windows.