Research
Research
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-IID Data
William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018
[PDF, supplement, arXiv, BibTeX]
Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces
William Herlands, Andrew Gordon Wilson, Hannes Nickisch, Seth Flaxman, Daniel B. Neill, Wilbert van Panhuis, and Eric Xing
Artificial Intelligence and Statistics (AISTATS), 2016
[PDF, supplement, arXiv, BibTeX]