149 citations · 529 across the 35 of their papers we have counts for
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stat.ML2014★ 62 cited
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball
Andrew Miller, Luke Bornn, Ryan Adams +1
We develop a machine learning approach to represent and analyze the underlying spatial structure that governs shot selection among professional basketball players in the NBA. Typic…
stat.ML2013★ 6 cited
Sequential Monte Carlo Bandits
Michael Cherkassky, Luke Bornn
In this paper we propose a flexible and efficient framework for handling multi-armed bandits, combining sequential Monte Carlo algorithms with hierarchical Bayesian modeling techni…