67 citations · 194 across the 24 of their papers we have counts for
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stat.ML2021★ 5 cited
Multivariate Probabilistic Regression with Natural Gradient Boosting
Michael O'Malley, Adam M. Sykulski, Rick Lumpkin +1
Many single-target regression problems require estimates of uncertainty along with the point predictions. Probabilistic regression algorithms are well-suited for these tasks. Howev…
physics.soc-ph2021
Outlier detection in network revenue management
Nicola Rennie, Catherine Cleophas, Adam M. Sykulski +1
This paper presents an automated approach for providing ranked lists of outliers in observed demand to support analysts in network revenue management. Such network revenue manageme…