William Herlands

11 papers A* 2A 2Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2019 J jnl
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction.
J. Mach. Learn. Res.
William Herlands, Daniel B. Neill, Hannes Nickisch, Andrew Gordon Wilson
2018 A* conf
Automated Local Regression Discontinuity Design Discovery.
KDD
William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill
2018 J jnl
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction.
CoRR
William Herlands, Daniel B. Neill, Hannes Nickisch, Andrew Gordon Wilson
2018 A conf
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data.
AISTATS
William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill
2018 J jnl
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data.
CoRR
William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill
2018 J jnl
Machine Learning for the Developing World.
ACM Trans. Manag. Inf. Syst.
Maria De-Arteaga, William Herlands, Daniel B. Neill, Artur Dubrawski
2018 J jnl
Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact.
CoRR
Maria De-Arteaga, Amanda Coston, William Herlands
2017 J jnl
Machine Learning for Drug Overdose Surveillance.
CoRR
Daniel B. Neill, William Herlands
2016 A conf
Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces.
AISTATS
William Herlands, Andrew Gordon Wilson, Hannes Nickisch, Seth R. Flaxman, Daniel B. Neill, Wilbert Van Panhuis, Eric P. Xing
2014 A* conf
A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification.
AAAI
William Herlands, Ricky Der, Yoel Greenberg, Simon A. Levin
2014 — conf
Effective Entropy: Security-Centric Metric for Memory Randomization Techniques.
CSET
William Herlands, Thomas Hobson, Paula J. Donovan