Mary Soon Lee
Q2: Memory-based active learning for optimizing noisy continuous functions
Maximizing a very noisy function in k-dimensional space with few samples
Cached Sufficient Statistics for Efficient Machine Learning with Large Datasets
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
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
Efficient Algorithms for Minimizing Cross Validation Error
Old but fast locally weighted regression for Windows.