27 citations · 50 across the 7 of their papers we have counts for
3 papers · 1 filter
Randomly Projected Additive Gaussian Processes for Regression
Ian A. Delbridge, David S. Bindel, Andrew Gordon Wilson
Gaussian processes (GPs) provide flexible distributions over functions, with inductive biases controlled by a kernel. However, in many applications Gaussian processes can struggle…
pySOT and POAP: An event-driven asynchronous framework for surrogate optimization
David Eriksson, David Bindel, Christine A. Shoemaker
This paper describes Plumbing for Optimization with Asynchronous Parallelism (POAP) and the Python Surrogate Optimization Toolbox (pySOT). POAP is an event-driven framework for bui…
A subspace pursuit method to infer refractivity in the marine atmospheric boundary layer
Marc Aurèle Gilles, Christopher Earls, David Bindel
Inferring electromagnetic propagation characteristics within the marine atmospheric boundary layer (MABL) from data in real time is crucial for modern maritime navigation and commu…