Data Lifecycle Management in Evolving Input Distributions for Learning-based Aerospace Applications

1 code implementation • 14 Sep 2022 • Somrita Banerjee, Apoorva Sharma, Edward Schmerling, Max Spolaor, Michael Nemerouf, Marco Pavone

Algorithms within this framework are evaluated based on (1) model performance throughout mission lifetime and (2) cumulative costs associated with labeling and model retraining.

Active Learning Management +2