IC Toolbox
Jan 1, 2015
·
1 min read
Model-order selection for high-dimensional, low-sample-support correlated data.

Authors
Lead Data Scientist
I have worked on development and application of statistical signal processing and
machine learning algorithms for a variety of applications. I have worked on tracking
and filtering, TDOA estiamtion, and guidance algorithms related orbital craft,
self-propelled systems, and unmanned/autonomous vehicles (UAS, etc.). I have developed
link budget models for satellite communications and radar signal degradation analysis. I am
interested in the theoretical under-pinnings of tracking algorithms and
hidden behaviors of ML algorithms and what can be understood better about them in terms of
classical statistics. I also love problem solving and working on challenging
practical problems, whether it is algorithm development or developing applications
that are useful for the customer.