William Herlands

According to our database, William Herlands authored at least 9 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction.

William Herlands, Daniel B. Neill, Hannes Nickisch, Andrew Gordon Wilson

J. Mach. Learn. Res., 2019

2018

Machine Learning for the Developing World.

Maria De-Arteaga, William Herlands, Daniel B. Neill, Artur Dubrawski

ACM Trans. Manag. Inf. Syst., 2018

Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact.

Maria De-Arteaga, Amanda Coston, William Herlands

CoRR, 2018

Automated Local Regression Discontinuity Design Discovery.

William Herlands, Edward McFowland III, Andrew Gordon Wilson, Daniel B. Neill

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data.

William Herlands, Edward McFowland, Andrew Gordon Wilson, Daniel B. Neill

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Machine Learning for Drug Overdose Surveillance.

Daniel B. Neill, William Herlands

CoRR, 2017

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

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2014

Effective Entropy: Security-Centric Metric for Memory Randomization Techniques.

William Herlands, Thomas Hobson, Paula J. Donovan

Proceedings of the 7th Workshop on Cyber Security Experimentation and Test, 2014

A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification.

William Herlands, Ricky Der, Yoel Greenberg, Simon A. Levin

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014