8 citations · 13 across the 7 of their papers we have counts for
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math.ST2019★ 1 cited
Posterior Contraction Rates for Gaussian Cox Processes with Non-identically Distributed Data
James A. Grant, David S. Leslie
This paper considers the posterior contraction of non-parametric Bayesian inference on non-homogeneous Poisson processes. We consider the quality of inference on a rate function $λ…
stat.ML2019★ 8 cited
Adaptive Sensor Placement for Continuous Spaces
James A Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths +3
We consider the problem of adaptively placing sensors along an interval to detect stochastically-generated events. We present a new formulation of the problem as a continuum-armed…