3 papers
cs.CV2021
Machine Learning in LiDAR 3D point clouds
F. Patricia Medina, Randy Paffenroth
LiDAR point clouds contain measurements of complicated natural scenes and can be used to update digital elevation models, glacial monitoring, detecting faults and measuring uplift…
stat.ML2018
Heuristic Framework for Multi-Scale Testing of the Multi-Manifold Hypothesis
F. Patricia Medina, Linda Ness, Melanie Weber +1
When analyzing empirical data, we often find that global linear models overestimate the number of parameters required. In such cases, we may ask whether the data lies on or near a…
math.NA2017
Stability for implicit-explicit schemes for non-equilibrium kinetic systems in weighted spaces with symmetrization
F. Patricia Medina, Malgorzata Peszynska
We consider kinetic systems and prove their stability working in weighted spaces in which the systems are symmetric. We prove stability for various explicit and implicit semi-discr…