Dougal J. Sutherland
I'm a fourth-year PhD student in the Computer Science Department, working with Jeff Schneider. I've mostly worked on machine learning techniques that use groups of data rather than single feature vectors as the unit of interest, and on active learning techniques in non-traditional problem settings.
I did my undergraduate work at Swarthmore College in CS, linguistics, and math.
Active Pointillistic Pattern Search
Active Pointillistic Pattern Search, paper and code
Active Learning and Search on Low-Rank Matrices
Kernels on Sample Sets via Nonparametric Divergence Estimates
Kernel algorithms on distributions
Nonparametric Kernel Estimators for Image Classification
nonparametric kernel estimation for image classification