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

Somrita Banerjee, Apoorva Sharma, Edward Schmerling +3

As input distributions evolve over a mission lifetime, maintaining performance of learning-based models becomes challenging. This paper presents a framework to incrementally retrai…