no code implementations • 20 Dec 2023 • Katarina Doctor, Mayank Kejriwal, Lawrence Holder, Eric Kildebeck, Emma Resmini, Christopher Pereyda, Robert J. Steininger, Daniel V. Olivença
Artificial Intelligence (AI) systems, trained in controlled environments, often struggle in real-world complexities.
no code implementations • 7 Mar 2023 • Katarina Doctor, Christine Task, Eric Kildebeck, Mayank Kejriwal, Lawrence Holder, Russell Leong
The extrinsic domain complexity is agent- and task-dependent.
no code implementations • 18 Sep 2020 • Christopher Pereyda, Lawrence Holder
We propose a theory for measuring the complexity between varied domains.
no code implementations • 19 Jun 2014 • Jeyanthi Narasimhan, Abhinav Vishnu, Lawrence Holder, Adolfy Hoisie
Under sample elimination, several heuristics for {\em earliest possible} to {\em lazy} elimination of non-contributing samples are proposed.