46 citations · 107 across the 8 of their papers we have counts for
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stat.ML2025
Causal-driven attribution (CDA): Estimating channel influence without user-level data
Georgios Filippou, Boi Mai Quach, Diana Lenghel +2
Attribution modelling lies at the heart of marketing effectiveness, yet most existing approaches depend on user-level path data, which are increasingly inaccessible due to privacy…
stat.ML2023
Incorporating Expert Opinion on Observable Quantities into Statistical Models -- A General Framework
Philip Cooney, Arthur White
This article describes an approach to incorporate expert opinion on observable quantities through the use of a loss function which updates a prior belief as opposed to specifying p…
stat.ML2021
Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect
Alessio Benavoli, Jason Wyse, Arthur White
We present a two-stage Metropolis-Hastings algorithm for sampling probabilistic models, whose log-likelihood is computationally expensive to evaluate, by using a surrogate Gaussian…