Steven L. Scott
- Research Area(s)
- Algorithms and Theory
Steven L. Scott is a statistician primarily interested in the development and
application of Bayesian methods. He received his PhD from the Harvard statistics
department in 1998, and served on the faculty of USC's Marshall School of Business
until 2007. After a brief stint in banking he joined Google in 2008.
Google Publications
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Data augmentation for support vector machines
Nicholas G. Polson, Steven L. Scott
Bayesian Analysis, vol. 6 (2011), pp. 1-24
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Data Augmentation, Frequentist Estimation, and the Bayesian Analysis of Multinomial Logit Models
Statistical Papers, vol. 52 (2011), pp. 87-109
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A modern Bayesian look at the multi-armed bandit
Applied Stochastic Models in Business and Industry, vol. 26 (2010), pp. 639-658