28 citations · 130 across the 23 of their papers we have counts for
4 papers · 1 filter
Robust Function-on-Function Regression
Harjit Hullait, David S. Leslie, Nicos G. Pavlidis +1
Functional linear regression is a widely used approach to model functional responses with respect to functional inputs. However, classical functional linear regression models can b…
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
Henry B. Moss, Andrew Moore, David S. Leslie +1
We present FIESTA, a model selection approach that significantly reduces the computational resources required to reliably identify state-of-the-art performance from large collectio…
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…