4 papers
Interactive Mars Image Content-Based Search with Interpretable Machine Learning
Bhavan Vasu, Steven Lu, Emily Dunkel +3
The NASA Planetary Data System (PDS) hosts millions of images of planets, moons, and other bodies collected throughout many missions. The ever-expanding nature of data and user eng…
Limit theorems for non-local functionals of smooth Gaussian fields via quasi-association
Michael McAuley
Many classical objects of study related to the geometry/topology of smooth Gaussian fields (e.g., the volume, surface area or Euler characteristic of excursion sets) have a `locali…
Three central limit theorems for the unbounded excursion component of a Gaussian field
Michael McAuley
For a smooth, stationary Gaussian field on Euclidean space with fast correlation decay, there is a critical level such that the excursion set contains…
Limit theorems for the number of sign and level-set clusters of the Gaussian free field
Michael McAuley, Stephen Muirhead
We study the limiting fluctuations of the number of sign and level-set clusters of the Gaussian free field on , , that are contained in a large domain. In di…