Herlands, William

4 publications

JMLR 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction William Herlands, Daniel B. Neill, Hannes Nickisch, Andrew Gordon Wilson

AISTATS 2018 Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-Iid Data William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill

AISTATS 2016 Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces William Herlands, Andrew Gordon Wilson, Hannes Nickisch, Seth R. Flaxman, Daniel B. Neill, Wilbert Van Panhuis, Eric P. Xing

AAAI 2014 A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification William Herlands, Ricky Der, Yoel Greenberg, Simon A. Levin