8 citations · 10 across the 3 of their papers we have counts for
3 papers
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…
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…
Combinatorial Multi-Armed Bandits with Filtered Feedback
James A. Grant, David S. Leslie, Kevin Glazebrook +1
Motivated by problems in search and detection we present a solution to a Combinatorial Multi-Armed Bandit (CMAB) problem with both heavy-tailed reward distributions and a new class…