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Andrew Wilson

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  • Andrew Wilson
  • Dept: Operations Research and Information Engineering
  • Title: Assistant Professor
  • Address: 235 Frank H.T. Rhodes Hall
  • Phone: 607 254-4828
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Biography

Andrew Gordon Wilson joined the faculty at Cornell in August 2016 as an assistant professor in the School of Operations Research and Information Engineering (ORIE). He received his Ph.D. at the University of Cambridge in 2014, and spent the following two years as a postdoctoral research fellow at the Machine Learning Department in the School of Computer Science at Carnegie Mellon University. His research is in machine learning, with a focus on scalable Gaussian processes, deep learning, Bayesian methods, and kernel learning. Professor Wilson has received best dissertation (G-Research 2014), outstanding reviewer (NIPS 2013), and best student paper (UAI 2011) awards.

Research Interests

Professor Wilson's methodological research interests are at the intersection of scalable Bayesian nonparametrics, kernel methods, and deep learning. From an applied perspective, he is interested in building interpretable machine learning approaches leading to new scientific insights. He is also interested in policy relevant applications, including smart cities, and crime forecasting.

Teaching Interests

Professor Wilson teaches foundational aspects of machine learning, including model construction, Bayesian inference, variational methods, Gaussian processes, and deep learning methodology.

Service Interests

Professor Wilson has been on reviewing committees for Biometrika, Neurocomputing, Journal of Machine Learning Research (JMLR), Electronic Journal of Statistics, Journal of Artificial Intelligence Research (JAIR), IEEE Transactions on Neural Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, Neural Information Processing Systems (NIPS), International Conference on Machine Learning (ICML), Artificial Intelligence and Statistics (AISTATS), Uncertainty in Artificial Intelligence (UAI), International Joint Conference on Artificial Intelligence (IJCAI), International Conference on Learning Representations (ICLR).